Diuji Dengan Pola Yang Tidak Pernah Dikenali

BAB   4 HASIL DAN PEMBAHASAN

4.5.   Pengujian Hasil Pelatihan

4.5.3.   Diuji Dengan Pola Yang Tidak Pernah Dikenali

Setelah dilakukan pengujian dengan pola yang pernah dilatihkan tahap selanjutnya jaringan saraf tiruan diuji dengan pola yang tidak pernah dikenali.

Perbandingan keberdekatan antara target (o) berwarna biru dengan hasil prediksi (*) berwarna merah dapat dilihat pada Gambar 4.2. Setelah diuji dengan 10 pola yang tidak pernah dimasukkan ke dalam jaringan saraf tiruan ternyata jaringan masih memberikan hasil yang baik, hal ini tampak dari keberdekatan antara target dengan hasil prediksi.

Gambar 4. 2

Keberdekatan Target Dengan Hasil Prediksi Pada Pola Uji

0 2 4 6 8 10

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

Perbandingan antara Target (o) dan Hasil Prediksi (*)

Hasil Prediksi

Target Pola Ke -

Tabel 4. 11 Perbandingan Antara Target Dengan Hasil Prediksi Pada Pola Uji

No Target Prediksi 1 0,9 0,8959 2 0,9 0,8981 3 0,9 0,9000 4 0,9 0,8994 5 0,9 0,9007 6 0,9 0,8940

7 0,5 0,8821

8 0,5 0,4180 9 0,1 0,0769 10 0,1 0,0836

Dari Tabel 4.11 dapat diketahui bahwasanya dari 10 pola telah diuji (tidak yang tidak pernah dikenali) hanya 1 pola yang keluar dari target yang diharapkan.

Sehingga akurasi prediksi jaringan saraf tiruan untuk pola yang tidak pernah dilatihkan ke dalam jaringan saraf tiruan mencapai 90%.

9

10 100 % 90 %

Dari hasil prediksi seperti Tabel 4.11 yang hanya 9 dari 10 yang dapat

mendekati target yang diharapkan karena ada 1 pola uji (pola nomor 7) yang sangat

berbeda dengan pola-pola yang pernah dilatihkan ke dalam JST backpropagation

sehingga hasil prediksi yang merupakan keluaran dari fungsi aktivasi simoid biner

dari penjumlahan pola input dengan bobot jaringan ditambah bobot bias tidak dapat

mendekati target yang diharapkan.

BAB 5

KESIMPULAN DAN SARAN

5.1. Kesimpulan

Dari penelitian yang telah dilakukan maka ada beberapa hal yang dapat disimpulkan antara lain:

1. Dari hasil pengujian yang telah dilakukan bahwasanya susunan struktur jaringan saraf tiruan yang optimal terdapat pada 192 – 14 – 6 – 4 – 2 – 1. Ini berarti bentuk time delay yang terbaik dari pola pelatihan yang digunakan pada penelitian ini terdapat pada time delay 4 hari sehingga jika hasil penelitian ini dilanjutkan sampai tahap implementasi maka keputusan akhir dalam menentukan kondisi motor induksi setelah 4 hari pengambilan data.

2. Berdasarkan hasil pengujian dengan menggunakan pola pelatihan akurasi prediksi mencapai 100% sedangkan untuk pola uji (tidak pernah dilatihkan) jaringan saraf tiruan mampu memberikan akurasi prediksi hingga 90% hal ini menyatakan bahwasanya hasil penelitian ini telah layak untuk digunakan.

5.2. Saran

1. Pada penelitian ini jaringan saraf tiruan dilatih dengan menggunakan fungsi

aktivasi sigmoid biner baik pada lapisan hidden maupun output layer. Untuk

itu peneliti menyarankan agar pada penelitian berikutnya menggunakan fungsi

aktivasi linear pada lapisan output untuk mengetahui pengaruh penggunaan

fungsi aktivasi tersebut terhadap hasil prediksi dan kecepatan pelatihan.

2. Pada penelitian ini variabel yang digunakan untuk menentukan kondisi motor

induksi khususnya pada stator adalah arus dan temperatur. Untuk itu peneliti

menyarankan agar pada penelitian berikutnya menggunakan variabel getaran

dan suara dalam menentukan kondisi motor induksi karena menurut analisis

peneliti kedua variabel tersebut mampu memberikan tingkat ketelitian yang

lebih presisi dalam mendeteksi tingkat kerusakan yang telah terjadi pada

motor induksi.

DAFTAR PUSTAKA

[1] Yon Rijono, Dasar Teknik Tenaga Listrik. Yogyakarta, Indonesia: Andi, 1997.

[2] Ibrahim Sefa, Ilhami Colak , Askin Bektas, Ramazan Bayindir, "Fault Detection and Protection of Induction Motors Using Sensors," IEEE Transaction On Energy Conversion, vol. 3, no. 3, pp. 734-741, 2008.

[3] H.Celik, I.Sefa, S. Dermibas, I.Colak, "On Line Protection System For Induction Motor," Energy Conversion and Management, vol. 46, no. 17, pp. 2773-2786, 2005.

[4] R.Bayindir, I.Sefa, "Novel Approach Based On Microcontroller to Online Protection of Induction Motors," Energy Conversion and Management, vol. 48, no. 3, pp. 850-856, 2007.

[5] Sudha M and Anbalagan P, "A Protection Scheme for Three- Phase Induction Motor from Incipient Fault Using Embedded Controller," Asian Journal of Scientific Research, vol. 1, p. 2, Mei 2009.

[6] G. Franceschini, C.Tassoni, P.Vas, F.Filippetti, "AI Techniques in Induction Machine Diagnosis Including the Speed Ripple Effect," IEEE Industry Application Society, vol. 34, no. 1, pp. 98-108, 1998.

[7] Sri R. Kolla, Shawn D.Altman, "Artifial Neural Network Based Fault Identification Scheme Implementation For a Three- Phase Induction Motor," ISA Transaction, vol. 46, pp. 261-266, 2007.

[8] Sui Oi Yee, Mo-Yuen Chow, Peter M. Mangun, "A Neural Network Approach to Real Time Condition Monitoring of Induction Motors," IEEE Transaction On Industrial Electronic, vol. 38, no. 6, pp. 448-453, 1991.

[9] James C.Hung, Mo- Yuen Chow, Robert N. Sharpe, "On Line Application and

Design of Artifial Neural Network For Motor Fault Detection - Part I," IEEE

Transaction On Industrial Electronics, vol. 40, no. 2, pp. 181-188, 1993.

[10] James C. Hung, Mo-Yuen Chow, Robert N. Sharpe, "On The Application and Design of Artifial Neural Network For Motor Fault Detection - Part II," IEEE Transaction On Industrial Electronics, vol. 40, no. 2, pp. 189-196, 1993.

[11] Y. Han, Y.H. Song, "Condition Monitoring Techniques For Electrical Equipment- A Literatur Survey," IEEE Transaction On Industrial Electronics, vol. 18, no. 1, pp. 4-12, 2003.

[12] X.Z. Gao, S.J. Ovaska, "Soft Computing Methods In Motor Fault Diagnosis,"

Applied Soft Computing, vol. 1, pp. 73-81, 2001.

[13] Siddique Arfat, G.S Yadava, and Singh Bhim, "A Review of Stator Fault Monitoring Tecniques of Induction Motors ," IEEE Transactions on Energy Conversion, vol. 20, no. 1, pp. 106-114, March 2005.

[14] Desi Indra Jaya, " Perancangan dan Pembuatan Perangkat Lunak Berbasis Jaringan Saraf Tiruan Untuk Memprediksi Harga Saham Dengan Menggunakan Backpropagation".(2006).[Online].http://digilib.petra.ac.id/viewer.php?page=2&

submit.x=20&submit.y=20&qual=high&submitval=next&fname=%2Fjiunkpe%

2Fs1%2Felkt%2F2009%2Fjiunkpe-ns-s1-2009-23405006-11517-elman-chapter2.pdf

[15] (2013, April) electrical-knowhow. [Online]. http://www.electrical-knowhow.com/2012/05/classification-of-electric-motors.html

[16] Wendy Tambun, "Perbandingan Pengaruh Tahanan Rotor Tidak Seimbang Dan Satu Fasa Rotor Terbuka : Suatu Analisis Terhadap Efisiensi Motor Induksi Tiga Fasa," USU, Medan, Skripsi 2012.

[17] Wahyudinata, "Analisa Performansi Motor Induksi Kapasitor Permanen Satu Fasa Dengan Belitan Bantu Dan Belitan Utama," USU, Medan, Skripsi 2010.

[18] S.Shyam Sunder, K.Satya Krishna, S.A.Sharma Suri Sathya Prashant,

"Computer Aided Online Fault Diagnosis of Induction Motor," in Electrical Power Quality and Utilisation, Barcelona, 2007.

[19] W.L. Soong, N. Ertugrul, M.L. Sin, "Induction Machine Online Condition

Monitoring And Fault Diagnosis ," University Adelaide, Survey 2003.

[20] (2013, April) motor winding example failure. [Online]. http://www.all-star-usa.com/motorfailuretypes.01.htm

[21] Bin Lu, Thomas G.Habetler, Pinjia Zhang, "Active Stator Winding Thermal Protection For AC Motors," in IEEE IAS Pulp and Paper Industry, Birmingham, 2009.

[22] Tonny Siahaan, Suhardi, Wagiman Saut Maruli Tua, "Penambahan Pengaman Motor Listrik Dengan Sensor Suhu IC LM 35," di EBN, 2006, pp. 291-304.

[23] Fausat L, "Fundamental of Neural Network Architecture," in Fundamental of Neural Network Architecture. Englewood Cliff: Prentice Hall, 1994.

[24] Sri Hartati dan Sri Kusumadewi, Neuro Fuzzy. Yogyakarta, Indonesia: Andi, 2006.

[25] Diyah Puspitaningrum, Pengantar Jaringan Saraf Tiruan. Yogyakarta, Indonesia: Andi, 2006.

[26] Valluru B. Rao, C++ Neural Network and Fuzzy Logic.: IDG Books Worldwide. Inc, 1995.

[27] Eliyani, "Peramalan Harga Saham Perusahaan Menggunakan Artificial Neural Network Dan Akaike Information Criterion," di Seminar Nasional Aplikasi Teknologi Informasi, Yogyakarta, 2007, pp. D15-D19.

[28] "Aplikasi Elman Neural Network Dengan LMA Training Pada Prediksi Data Times Series Beban Jawa-Bali" Teddy Lesmana. (2013, Januari) Petra Christian

University. [Online].

http://digilib.petra.ac.id/viewer.php?page=2&submit.x=20&submit.y=20&qual=

high&submitval=next&fname=%2Fjiunkpe%2Fs1%2Felkt%2F2009%2Fjiunkpe -ns-s1-2009-23405006-11517-elman-chapter3.pdf

[29] Yan Permana Agung Putra Eko Subiyantoro, "Penentuan Kualitas Daun Tembakau Dengan Perangkat Mobile Berdasarkan Ekstrasi Rata-Rata RGB Menggunakan Algoritma K-Nearest Neighbor," , pp. 1-6.

[30] Sugiyono, Statistika Untuk Penelitian, edisi ke-4. Bandung, Indonesia: Elfabeta,

2009.

[31] R,Rizal Isnanto, Imam Santoso dan Ardianto Eskaprianda, "Deteksi Kondisi Organ Pankreas Melalui Iris Mata Menggunakan Jaringan Syaraf Tiruan Metode Perambatan Balik dengan Pencirian Matriks Ko-Okurensi Aras Keabuan,"

Transmisi, vol. 13, no. 1, pp. 33-38, 2011.

Lampiran 1 Motor Induksi Yang Digunakan Dalam Penelitian

Gambar 1. Motor Induksi Yang Digunakan Dalam Penelitian

Gambar 2.

Rangkaian Interface Yang Digunakan Untuk Mengambil Data

Gambar 3.

Motor Induksi Digunakan Untuk Menggerak Pompa Air

Gambar 4. Saluran Air Masuk Dan Keluar Pada Pompa Air

Pompa air

Saluran air keluar

Saluran

air

masuk

Gambar 5. Motor Induksi Dan Rangkaian Interface Yang Digunakan Pada Penelitian

Gambar 6. Saluran Angin Kipas Pendingin Motor Induksi Saluran

angin kipas

pendingin

LAMPIRAN 2 Listing Program

clc;

clear;

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0.3375 0.3500 0.3375 0.3375 0.3625 0.3625 0.3625 0.3250 0.3375 0.3375 0.3250 0.3250 0.3250 0.3125 0.3375 0.3250 0.3375 0.3375 0.3375 0.3375 0.3625 0.3375 0.3625 0.3625 0.4000 0.4125 0.3875 0.4375 0.4375 0.5375 0.5375 0.5125 0.5250 0.5375 0.5500 0.6375 0.6625 0.6750 0.6500 0.6750 0.7250 0.7250 0.7250 0.7000 0.6875 0.7125 0.7000 0.7250 0.7250;

0.7400 0.7600 0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7400 0.7000 0.7400 0.7200 0.7200 0.7200 0.7200 0.7000

0.7400 0.6845 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7200 0.7400 0.7600 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600 0.7800 0.7600 0.7800 0.7800;

0.3250 0.3375 0.3375 0.3375 0.3750 0.3500 0.3625 0.3250 0.3250 0.3375 0.3375 0.3250 0.3375 0.3125 0.3375 0.3250 0.3375 0.3250 0.3375 0.3500 0.3500 0.3375 0.3500 0.3625 0.4000 0.4000 0.4000 0.4375 0.4375 0.5375 0.5375 0.5125 0.5250 0.5375 0.5500 0.6500 0.6625 0.6750 0.6625 0.6750 0.7250 0.7250 0.7125 0.7000 0.6875 0.7000 0.7000 0.7125 0.7250;

0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7585 0.7600 0.7600 0.7800;

0.3375 0.3375 0.3250 0.3500 0.3625 0.3625 0.3625 0.3250 0.3375 0.3500 0.3375 0.3250 0.3375 0.3000 0.3250 0.3250 0.3500 0.3375 0.3375 0.3375 0.3500 0.3375 0.3500 0.3625 0.4000 0.3875 0.4000 0.4375 0.4250 0.5375 0.5375 0.5250 0.5250 0.5375 0.5500 0.6500 0.6750 0.6750 0.6625 0.6500 0.7125 0.7125 0.7000 0.7000 0.6750 0.7000 0.7000 0.7000 0.7250;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800;

0.3250 0.3375 0.3250 0.3500 0.3500 0.3500 0.3625 0.3250 0.3250 0.3375 0.3375 0.3250 0.3250 0.2875 0.3250 0.3375 0.3500 0.3250 0.3375 0.3250 0.3375 0.3375 0.3500 0.3625 0.4000 0.4000 0.4000 0.4375 0.4250 0.5250 0.5500 0.5125 0.5250 0.5500 0.5500 0.6375 0.6625 0.6625 0.6625 0.6750 0.7000 0.7125 0.7000 0.7000 0.6750 0.6875 0.7000 0.7000 0.7250;

0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800;

0.3250 0.3375 0.3250 0.3375 0.3375 0.3500 0.3500 0.3250 0.3250 0.3375 0.3375 0.3250 0.3250 0.3125 0.3250 0.3250 0.3500 0.3250 0.3375 0.3375 0.3375 0.3375 0.3500 0.3625 0.4000 0.4000 0.4000 0.4250 0.4375 0.5250 0.5375 0.5125 0.5250 0.5500 0.5375 0.6375 0.6500 0.6750 0.6625 0.6750 0.7125 0.7000 0.6875 0.7000 0.6750 0.6875 0.7000 0.7000 0.7250;

0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7000 0.7200 0.7000 0.7030 0.7030 0.7030 0.7030 0.7200 0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7600 0.7600 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600;

0.3250 0.3250 0.3125 0.3250 0.3250 0.3500 0.3500 0.3125 0.3125 0.3250 0.3250 0.3250 0.3125 0.3000 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3250 0.3250 0.3375 0.3500 0.3750 0.3875 0.3875 0.4250 0.4125 0.5125 0.5250 0.5000 0.5125 0.5375 0.5375 0.6375 0.6375 0.6625 0.6625 0.6625 0.7125 0.7000 0.6875 0.6875 0.6750 0.7000 0.7000 0.7000 0.7125;

0.7215 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7600 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800;

0.3000 0.2875 0.3125 0.3250 0.3375 0.3250 0.3250 0.3125 0.3125 0.3250 0.3125 0.3125 0.3000 0.3000 0.3250 0.3250 0.3375 0.3250 0.3125 0.3250 0.3250 0.3250 0.3250 0.3375 0.3625 0.3875 0.4000 0.4250 0.4250 0.5250 0.5125 0.5000 0.5000 0.5250 0.5250 0.6375 0.6375 0.6625 0.6125 0.6625 0.7125 0.7000 0.6875 0.6875 0.6750 0.7000 0.7000 0.6875 0.7250;

0.7200 0.7400 0.7200 0.7030 0.7400 0.7200 0.7200 0.7030 0.7215 0.7400 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7215 0.7030 0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7800 0.7800 0.7800 0.7600 0.7585 0.7600 0.7800 0.7800 0.7800;

0.3000 0.3375 0.3250 0.3125 0.3375 0.3125 0.3250 0.3125 0.3250 0.3250 0.3250 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3125 0.3000 0.3375 0.3375 0.3250 0.3375 0.3500 0.3875 0.3875 0.3875 0.4250 0.4250 0.5125 0.5375 0.5125 0.5125 0.5250 0.5375 0.6500 0.6500 0.6750 0.6625 0.6875 0.7250 0.7000 0.7000 0.6875 0.7000 0.7000 0.7125 0.7250 0.7375;

0.7200 0.7400 0.7400 0.7200 0.7200 0.7600 0.7400 0.7030 0.7200 0.7200 0.7030 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7030 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7955 0.7800 0.7600 0.7800 0.7585 0.7800 0.7800 0.7800 0.7800;

0.2875 0.3375 0.3250 0.3250 0.3250 0.3625 0.3250 0.3000 0.3125 0.3250 0.3125 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3125 0.3125 0.3375 0.3375 0.3250 0.3250 0.3500 0.4000 0.3875 0.3875 0.4250 0.4375 0.5250 0.5375 0.5125 0.5000 0.5250 0.5375 0.6625 0.6375 0.6625 0.6500 0.6750 0.7250 0.7000 0.7125 0.7000 0.7125 0.7125 0.7500 0.7375 0.7375;

0.7400 0.7600 0.7400 0.7400 0.7400 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7030 0.7400 0.7600 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7800 0.7800 0.7600 0.7600 0.7800 0.7600 0.7800 0.7800 0.7955;

0.3125 0.3625 0.3375 0.3375 0.3250 0.3375 0.3250 0.3125 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3375 0.3500 0.3250 0.3125 0.3500 0.3375 0.3375 0.3375 0.4000 0.4125 0.4000 0.4125 0.4375 0.4500 0.5375 0.5375 0.5125 0.5375 0.5125 0.6250 0.6750

0.6375 0.6500 0.6500 0.6750 0.7375 0.7125 0.7250 0.7125 0.7250 0.7250 0.7500 0.7375 0.7500;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7400 0.7030 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7800 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7600 0.7400 0.7955 0.7600 0.7800 0.7955 0.7800 0.7800 0.7955 0.7955 0.7955;

0.3250 0.3625 0.3500 0.3750 0.3250 0.3625 0.3250 0.3250 0.3500 0.3250 0.3250 0.3375 0.3375 0.3125 0.3375 0.3375 0.3500 0.3375 0.3250 0.3250 0.3500 0.3500 0.3375 0.4125 0.4375 0.4125 0.4375 0.4500 0.4625 0.5375 0.6000 0.5125 0.5250 0.5375 0.6750 0.6875 0.6625 0.6500 0.6625 0.6750 0.7500 0.7250 0.7375 0.7250 0.7375 0.7250 0.7375 0.7625 0.7500;

0.7585 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7000 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7030 0.7400 0.7600 0.7400 0.7400 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7600 0.7600 0.7955 0.7800 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7800;

0.3500 0.3750 0.3500 0.3750 0.3375 0.3750 0.3375 0.3375 0.3500 0.3375 0.3375 0.3500 0.3500 0.3250 0.3500 0.3375 0.3625 0.3500 0.3375 0.3625 0.3500 0.3625 0.3375 0.3750 0.4375 0.4125 0.4375 0.4625 0.4750 0.5625 0.6250 0.5250 0.5375 0.5000 0.6750 0.7000 0.6625 0.6625 0.6750 0.6875 0.7500 0.7250 0.7500 0.7500 0.7500 0.7125 0.7500 0.7625 0.7625;

0.7600 0.7600 0.8140 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7400 0.7600 0.7400 0.7400 0.7600 0.7600 0.7600 0.7955 0.7400 0.7400 0.7600 0.7600 0.7600 0.7600 0.7585 0.7800 0.7600 0.7800 0.7800 0.7955 0.7955 0.7955 0.7800 0.7955 0.8140 0.7955;

0.3625 0.3875 0.4375 0.4000 0.3625 0.3875 0.3500 0.3625 0.3625 0.3500 0.3375 0.3500 0.3625 0.3375 0.3500 0.3750 0.3625 0.3625 0.3500 0.3750 0.3625 0.3750 0.3625 0.4125 0.4500 0.4250 0.4625 0.4750 0.4875 0.5750 0.6250 0.5375 0.5500 0.5625 0.6875 0.7000 0.6750 0.6875 0.7000 0.7125 0.7625 0.7250 0.7500 0.7625 0.7500 0.7250 0.7625 0.7750 0.7750;

0.7400 0.7600 0.8325 0.7600 0.7400 0.7600 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.6800 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7030 0.7600 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3500 0.3875 0.4500 0.3875 0.3500 0.4000 0.3375 0.3625 0.3625 0.3375 0.3500 0.3500 0.3625 0.3000 0.3625 0.3625 0.3625 0.3625 0.3500 0.3750 0.3500 0.3625 0.3625 0.4125 0.4375 0.4125 0.4500 0.4625 0.4875 0.5625 0.5500 0.5250 0.5500 0.5625 0.6875 0.6875 0.6750 0.7000 0.6875 0.7125 0.7750 0.7375 0.7625 0.7625 0.7625 0.7375 0.7625 0.7750 0.7750;

0.7400 0.7600 0.7770 0.7400 0.7400 0.7600 0.7200 0.7400 0.7200 0.7400 0.7400 0.7400 0.7200 0.7600 0.7200 0.7200 0.7200 0.7200

0.7200 0.7400 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7600 0.7600 0.7400 0.7600 0.7600 0.8200 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3500 0.3875 0.4250 0.3750 0.3625 0.4000 0.3375 0.3500 0.3625 0.3375 0.3625 0.3625 0.3500 0.3625 0.3625 0.3750 0.3625 0.3500 0.3625 0.3875 0.3500 0.3625 0.3750 0.4250 0.4375 0.4250 0.4500 0.4750 0.5375 0.5750 0.5500 0.5250 0.5500 0.5750 0.6875 0.7125 0.6750 0.6875 0.6875 0.7125 0.7750 0.7375 0.7625 0.7625 0.7625 0.7500 0.7625 0.7750 0.7875;

0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7000 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7600 0.7400 0.7400 0.7600 0.7600 0.7600 0.7600 0.7400 0.7600 0.7400 0.8000 0.7800 0.7600 0.7600 0.7400 0.7600 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7800 0.7955 0.7955 0.8140;

0.3500 0.3875 0.3875 0.3875 0.3625 0.3875 0.3375 0.3500 0.3500 0.3375 0.3625 0.3750 0.3625 0.3375 0.3500 0.3625 0.3750 0.3625 0.3500 0.3875 0.3625 0.3625 0.3750 0.4375 0.4375 0.4250 0.4375 0.4750 0.5750 0.5625 0.5375 0.5375 0.5625 0.6000 0.7000 0.7000 0.6750 0.6875 0.7000 0.7125 0.7750 0.7375 0.7500 0.7625 0.7750 0.7750 0.7750 0.7750 0.7750;

0.7400 0.7600 0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7000 0.7400 0.7030 0.7400 0.7200 0.7200 0.7200 0.7400 0.7600 0.7400 0.7600 0.7600 0.7770 0.7600 0.7400 0.7400 0.7400 0.7400 0.7800 0.7600 0.7600 0.7600 0.7400 0.7955 0.7955 0.7800 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3500 0.3750 0.3625 0.4000 0.3625 0.3875 0.3500 0.3500 0.3750 0.3500 0.3500 0.3625 0.3625 0.3375 0.3500 0.3625 0.3375 0.3625 0.3500 0.3875 0.3500 0.3625 0.3750 0.4375 0.4500 0.4250 0.4375 0.4750 0.5750 0.5625 0.5375 0.5375 0.5500 0.6000 0.7000 0.7000 0.6750 0.6750 0.7000 0.7500 0.7500 0.7375 0.7375 0.7500 0.7750 0.7875 0.7750 0.7750 0.7750;

0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7030 0.7400 0.7600 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7600 0.7400 0.7800 0.7600 0.7600 0.7600 0.7600 0.8200 0.7955 0.7800 0.7955 0.7955 0.8140 0.7955 0.7800 0.7955 0.7800;

0.3500 0.3500 0.3625 0.4000 0.3500 0.3875 0.3500 0.3375 0.3500 0.3500 0.3375 0.3625 0.3375 0.3625 0.3625 0.3500 0.3375 0.3625 0.3500 0.3875 0.3500 0.3625 0.3625 0.4250 0.4375 0.4250 0.4500 0.4750 0.5625 0.5750 0.5375 0.5375 0.5625 0.5625 0.7000 0.6875 0.6875 0.6875 0.7000 0.7625 0.7625 0.7250 0.7375 0.7500 0.7500 0.7875 0.7625 0.7750 0.7625;

0.7600 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.6800 0.7000 0.7000 0.7200 0.7200 0.7200 0.7030 0.7400 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7400 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3500 0.3125 0.3250 0.3750 0.3375 0.3500 0.3250 0.3250 0.3500 0.3375 0.3250 0.3375 0.3125 0.3375 0.3375 0.3250 0.3375 0.3375 0.3375 0.3750 0.3375 0.3375 0.3500 0.4125 0.4125 0.4000 0.4375 0.4625 0.5375 0.5625 0.5250 0.5250 0.5375 0.5500 0.6625 0.6625 0.6625 0.6625 0.6750 0.7500 0.7375 0.7250 0.7250 0.7375 0.7500 0.7750 0.7500 0.7625 0.7625;

0.7955 0.7030 0.7400 0.7600 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7000 0.7000 0.7200 0.7030 0.7200 0.7200 0.7030 0.7030 0.7400 0.7400 0.7200 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7800 0.7955 0.7955 0.7800 0.7800 0.7955 0.7955 0.7800 0.7955 0.7800 0.7955;

0.4125 0.2750 0.3500 0.3500 0.3375 0.3500 0.3125 0.3250 0.3500 0.3250 0.3250 0.3375 0.3000 0.3250 0.3375 0.3250 0.3000 0.3375 0.3750 0.3500 0.3375 0.3375 0.3500 0.4000 0.4125 0.4125 0.4375 0.4625 0.5375 0.5500 0.5125 0.5125 0.5375 0.5500 0.6375 0.6750 0.6625 0.6500 0.6750 0.7625 0.7375 0.7250 0.7375 0.7500 0.7500 0.7625 0.7375 0.7750 0.7500;

0.7400 0.7215 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7030 0.7000 0.7000 0.7000 0.7200 0.7000 0.7000 0.7000 0.7200 0.7030 0.7030 0.7200 0.7030 0.7030 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7955 0.7955 0.7800 0.7800 0.7800 0.7770 0.7800 0.7800 0.7955 0.7800;

0.3250 0.3000 0.3500 0.3625 0.3375 0.3250 0.3250 0.3250 0.3500 0.3125 0.3375 0.3250 0.3250 0.3375 0.3125 0.3250 0.3250 0.3375 0.3250 0.3500 0.3250 0.3250 0.3500 0.4000 0.4125 0.4000 0.4375 0.4500 0.5375 0.5500 0.5125 0.5125 0.5250 0.5500 0.6375 0.6750 0.6625 0.6500 0.6750 0.7625 0.7375 0.7250 0.7250 0.7500 0.7375 0.7500 0.7375 0.7625 0.7500;

0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.6845 0.7400 0.7000 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7030 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7800 0.7800 0.7800 0.7955 0.7800 0.7800 0.7800 0.7955 0.7800;

0.3375 0.3000 0.3500 0.3500 0.3250 0.3500 0.3125 0.3250 0.3250 0.3000 0.3375 0.3250 0.3250 0.3375 0.3125 0.3250 0.3375 0.3375 0.3250 0.3500 0.3250 0.3250 0.3500 0.3875 0.4125 0.4000 0.4250 0.4500 0.5375 0.5500 0.5000 0.5125 0.5250 0.5500 0.6500 0.6750 0.6750 0.6500 0.6625 0.7500 0.7250 0.7250 0.7250 0.7375 0.7250 0.7750 0.7375 0.7625 0.7500;

0.7400 0.7030 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.6800 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7955 0.7800 0.7800 0.7800 0.7955 0.7800 0.7955 0.7800 0.7600;

0.3250 0.3000 0.3375 0.3375 0.3500 0.3500 0.3125 0.3250 0.3375 0.3000 0.3250 0.3250 0.2750 0.3250 0.3125 0.3250 0.3250 0.3500 0.3250 0.3500 0.3250 0.3125 0.3625 0.3875 0.4125 0.4125 0.4250 0.4500 0.5375 0.5500 0.5000 0.5125 0.5375 0.5500 0.6375 0.6750

0.6625 0.6500 0.6750 0.7375 0.7250 0.7250 0.7250 0.7125 0.7125 0.7375 0.7250 0.7500 0.7375;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7800 0.7955 0.7800 0.7800 0.7600 0.7800 0.7800 0.7600 0.7800 0.7800;

0.3375 0.3375 0.3500 0.3625 0.3500 0.3625 0.3250 0.3375 0.3375 0.3250 0.3375 0.3250 0.3125 0.3375 0.3250 0.3375 0.3250 0.3375 0.3375 0.3625 0.3250 0.3125 0.3625 0.4125 0.4250 0.4000 0.4250 0.4500 0.5250 0.5500 0.5125 0.5250 0.5375 0.5375 0.6500 0.6625 0.6375 0.6375 0.6625 0.7375 0.7250 0.7250 0.7125 0.7125 0.7125 0.7125 0.7125 0.7500 0.7250;

0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7215 0.7000 0.7400 0.7000 0.7000 0.7200 0.7200 0.7000 0.7200 0.7030 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7200 0.7200 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7955 0.7955 0.7800 0.7800 0.7600 0.7955 0.7800 0.7800 0.7800 0.7800;

0.3500 0.3375 0.3500 0.3625 0.3625 0.3625 0.3250 0.3375 0.3375 0.3250 0.3250 0.3250 0.3125 0.3375 0.3375 0.3375 0.3375 0.3375 0.3375 0.3625 0.3375 0.3375 0.3625 0.4000 0.4125 0.3875 0.4375 0.4625 0.5375 0.5375 0.5125 0.5125 0.5375 0.5500 0.6500 0.6625 0.6750 0.6500 0.6750 0.7250 0.7250 0.7250 0.7000 0.7000 0.7125 0.7000 0.7250 0.7500 0.7250;

0.7600 0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7000 0.7400 0.7200 0.7200 0.7000 0.7200 0.7000 0.7400 0.6845 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7200 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600 0.7800 0.7600 0.7800 0.7800 0.7800;

0.3375 0.3375 0.3500 0.3750 0.3500 0.3625 0.3250 0.3375 0.3375 0.3375 0.3250 0.3375 0.3125 0.3375 0.3375 0.3375 0.3250 0.3375 0.3500 0.3500 0.3375 0.3375 0.3625 0.4000 0.4125 0.4000 0.4375 0.4375 0.5375 0.5375 0.5125 0.5125 0.5375 0.5500 0.6625 0.6625 0.6750 0.6625 0.6750 0.7250 0.7250 0.7125 0.7000 0.7000 0.7000 0.7000 0.7125 0.7250 0.7250;

0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7200 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7585 0.7600 0.7600 0.7800 0.7600;

0.3375 0.3250 0.3500 0.3625 0.3625 0.3625 0.3250 0.3375 0.3500 0.3375 0.3250 0.3375 0.3000 0.3250 0.3375 0.3500 0.3375 0.3375 0.3375 0.3500 0.3375 0.3375 0.3625 0.4000 0.4125 0.4000 0.4375 0.4500 0.5375 0.5375 0.5250 0.5125 0.5375 0.5500 0.6500 0.6750 0.6750 0.6625 0.6500 0.7125 0.7125 0.7000 0.7000 0.6875 0.7000 0.7000 0.7000 0.7250 0.7125;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200

0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7600;

0.3375 0.3250 0.3500 0.3500 0.3500 0.3625 0.3250 0.3375 0.3375 0.3375 0.3250 0.3250 0.2875 0.3250 0.3375 0.3500 0.3250 0.3375 0.3250 0.3375 0.3375 0.3375 0.3625 0.4000 0.4000 0.4000 0.4375 0.4375 0.5250 0.5500 0.5125 0.5125 0.5500 0.5500 0.6500 0.6625 0.6625 0.6625 0.6750 0.7000 0.7125 0.7000 0.7000 0.6875 0.6875 0.7000 0.7000 0.7250 0.7000;

0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600;

0.3375 0.3250 0.3375 0.3375 0.3500 0.3500 0.3250 0.3250 0.3375 0.3375 0.3250 0.3250 0.3125 0.3250 0.3250 0.3500 0.3250 0.3375 0.3375 0.3375 0.3375 0.3250 0.3625 0.4000 0.4000 0.4000 0.4250 0.4375 0.5250 0.5375 0.5125 0.5000 0.5500 0.5375 0.6500 0.6500 0.6750 0.6625 0.6750 0.7125 0.7000 0.6875 0.7000 0.6750 0.6875 0.7000 0.7000 0.7250 0.7000;

0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7000 0.7200 0.7000 0.7030 0.7030 0.7030 0.7030 0.7030 0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7600 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7600 0.7600 0.7600 0.7600 0.7800 0.7600 0.7800 0.7800 0.7600;

0.3250 0.3125 0.3375 0.3250 0.3500 0.3500 0.3125 0.3125 0.3250 0.3250 0.3250 0.3125 0.3000 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3250 0.3250 0.3250 0.3500 0.3750 0.4000 0.3875 0.4250 0.4250 0.5125 0.5250 0.5000 0.4875 0.5375 0.5375 0.6625 0.6375 0.6625 0.6625 0.6625 0.7125 0.7000 0.6875 0.6875 0.6750 0.7000 0.7000 0.7000 0.7250 0.7000;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7400 0.7200 0.7600 0.7400 0.7200 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600;

0.2875 0.3125 0.3000 0.3375 0.3250 0.3250 0.3125 0.3000 0.3250 0.3125 0.3125 0.3000 0.3000 0.3250 0.3250 0.3375 0.3250 0.3125 0.3250 0.3250 0.3250 0.3250 0.3375 0.3625 0.4000 0.4000 0.4250 0.4250 0.5250 0.5125 0.5000 0.4875 0.5250 0.5250 0.6500 0.6375 0.6625 0.6125 0.6625 0.7125 0.7000 0.6875 0.6875 0.6875 0.7000 0.7000 0.6875 0.7500 0.7000;

0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7030 0.7200 0.7400 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7215 0.7030 0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7800 0.7800 0.7800 0.7600 0.7600 0.7600 0.7800 0.7800 0.7955 0.7800;

0.3375 0.3250 0.3125 0.3375 0.3125 0.3250 0.3125 0.3125 0.3250 0.3250 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3125 0.3000 0.3375 0.3375 0.3250 0.3250 0.3500 0.3875 0.4000 0.3875 0.4250 0.4375 0.5125 0.5375 0.5125 0.5000 0.5250 0.5375 0.6500 0.6500 0.6750 0.6625 0.6875 0.7250 0.7000 0.7000 0.6875 0.6875 0.7000 0.7125 0.7250 0.7375 0.7125;

0.7400 0.7400 0.7400 0.7200 0.7600 0.7400 0.7030 0.7030 0.7200 0.7030 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7030 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7800 0.7600 0.7800 0.7600 0.7800 0.7800 0.7800 0.7800 0.7800;

0.3375 0.3250 0.3000 0.3250 0.3625 0.3250 0.3000 0.3250 0.3250 0.3125 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3125 0.3125 0.3375 0.3375 0.3250 0.3250 0.3500 0.4000 0.4000 0.3875 0.4250 0.4250 0.5250 0.5375 0.5125 0.4875 0.5250 0.5375 0.6500 0.6375 0.6625 0.6500 0.6750 0.7250 0.7000 0.7125 0.7000 0.7000 0.7125 0.7500 0.7375 0.7375 0.7250;

0.7600 0.7400 0.7400 0.7400 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7400 0.7600 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7800 0.7600 0.7600 0.7800 0.7600 0.7800 0.7800 0.7955 0.7800;

0.3625 0.3375 0.3250 0.3250 0.3375 0.3250 0.3125 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3375 0.3500 0.3250 0.3125 0.3500 0.3375 0.3375 0.3625 0.4000 0.4125 0.4125 0.4125 0.4375 0.4375 0.5375 0.5375 0.5125 0.4875 0.5125 0.6250 0.6375 0.6375 0.6500 0.6500 0.6750 0.7375 0.7125 0.7250 0.7125 0.7125 0.7250 0.7500 0.7375 0.7500 0.7375;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7400 0.7200 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7800 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7400 0.7955 0.7600 0.7800 0.7955 0.7800 0.7800 0.7955 0.7955 0.7955 0.7800;

0.3625 0.3500 0.3500 0.3250 0.3625 0.3250 0.3250 0.3375 0.3250 0.3250 0.3375 0.3375 0.3125 0.3375 0.3500 0.3500 0.3375 0.3250 0.3250 0.3500 0.3500 0.3625 0.4125 0.4375 0.4125 0.4375 0.4500 0.4250 0.5375 0.6000 0.5125 0.4875 0.5375 0.6750 0.6375 0.6625 0.6500 0.6625 0.6750 0.7500 0.7250 0.7375 0.7250 0.7250 0.7250 0.7375 0.7625 0.7625 0.7500;

0.7600 0.7400 0.7200 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7000 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7400 0.7600 0.7400 0.7400 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7600 0.7955 0.7800 0.7800 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3750 0.3500 0.3375 0.3375 0.3750 0.3375 0.3375 0.3500 0.3375 0.3375 0.3500 0.3500 0.3250 0.3500 0.3625 0.3625 0.3500 0.3375 0.3625 0.3500 0.3625 0.3625 0.3750 0.4375 0.4250 0.4375 0.4625 0.4375 0.5625 0.6250 0.5250 0.4875 0.5000 0.6750 0.6375 0.6625

0.6625 0.6750 0.6875 0.7500 0.7250 0.7500 0.7500 0.7250 0.7125 0.7500 0.7625 0.7500 0.7625;

0.7600 0.8140 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7400 0.7600 0.7400 0.7400 0.7600 0.7400 0.7600 0.7955 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7585 0.7800 0.7600 0.7800 0.7800 0.7955 0.7955 0.7600 0.7800 0.7955 0.8140 0.7955 0.7955;

0.3875 0.4375 0.3625 0.3625 0.3875 0.3500 0.3625 0.3625 0.3500 0.3375 0.3500 0.3625 0.3375 0.3500 0.3750 0.3625 0.3625 0.3500 0.3750 0.3625 0.3750 0.3750 0.4125 0.4500 0.4375 0.4625 0.4750 0.4500 0.5750 0.6250 0.5375 0.5125 0.5625 0.6875 0.6500 0.6750 0.6875 0.7000 0.7125 0.7625 0.7250 0.7500 0.7625 0.7250 0.7250 0.7625 0.7750 0.7375 0.7750;

0.7600 0.8325 0.7585 0.7400 0.7600 0.7200 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.6800 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7600 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7400 0.7600 0.7600 0.7600 0.7600 0.7955 0.7800 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3875 0.4500 0.3750 0.3500 0.4000 0.3375 0.3625 0.3750 0.3375 0.3500 0.3500 0.3625 0.3000 0.3625 0.3625 0.3625 0.3625 0.3500 0.3750 0.3500 0.3625 0.3625 0.4125 0.4375 0.4375 0.4500 0.4625 0.4375 0.5625 0.5500 0.5250 0.5125 0.5625 0.6875 0.6500 0.6750 0.7000 0.6875 0.7125 0.7750 0.7375 0.7625 0.7625 0.7250 0.7375 0.7625 0.7750 0.7875 0.7750;

0.7600 0.7770 0.7400 0.7400 0.7600 0.7200 0.7400 0.7200 0.7400 0.7400 0.7400 0.7200 0.7600 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7600 0.7600 0.7400 0.7600 0.7600 0.8200 0.7955 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3875 0.4250 0.3750 0.3625 0.4000 0.3375 0.3500 0.3500 0.3375 0.3625 0.3625 0.3500 0.3625 0.3625 0.3625 0.3625 0.3500 0.3625 0.3875 0.3500 0.3625 0.3750 0.4250 0.4375 0.4375 0.4500 0.4750 0.4500 0.5750 0.5500 0.5250 0.5125 0.5750 0.6875 0.6625 0.6750 0.6875 0.6875 0.7125 0.7750 0.7375 0.7625 0.7625 0.7250 0.7500 0.7625 0.7750 0.8000 0.7875;

0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7000 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7600 0.7400 0.7600 0.7600 0.7600 0.7400 0.7600 0.7400 0.7600 0.7400 0.8000 0.7800 0.7400 0.7600 0.7400 0.7600 0.7800 0.7955 0.7955 0.7955 0.7955 0.7800 0.7800 0.7955 0.7955 0.7955 0.7955;

0.3875 0.3875 0.3875 0.3625 0.3875 0.3375 0.3500 0.3875 0.3375 0.3625 0.3750 0.3625 0.3375 0.3500 0.3625 0.3750 0.3625 0.3500 0.3875 0.3625 0.3625 0.3625 0.4375 0.4375 0.4500 0.4375 0.4750 0.4500 0.5625 0.5375 0.5375 0.5250 0.6000 0.7000 0.6625 0.6750 0.6875 0.7000 0.7125 0.7750 0.7375 0.7500 0.7625 0.7250 0.7750 0.7750 0.7750 0.7875 0.7875;

0.7600 0.7400 0.7600 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7000 0.7400 0.7030

0.7400 0.7200 0.7200 0.7200 0.7400 0.7600 0.7400 0.7600 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7800 0.7400 0.7600 0.7600 0.7400 0.7955 0.7955 0.7800 0.7800 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3750 0.3625 0.3625 0.3625 0.3875 0.3500 0.3500 0.3500 0.3500 0.3500 0.3625 0.3625 0.3375 0.3500 0.3500 0.3375 0.3625 0.3500 0.3875 0.3500 0.3625 0.3750 0.4375 0.4500 0.4375 0.4375 0.4750 0.4500 0.5625 0.5375 0.5375 0.5250 0.6000 0.7000 0.6625 0.6750 0.6750 0.7000 0.7500 0.7500 0.7375 0.7375 0.7500 0.7250 0.7875 0.7750 0.7750 0.7875 0.7750;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7000 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7400 0.7600 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7400 0.7600 0.7600 0.7600 0.8200 0.7955 0.7800 0.7955 0.7955 0.7800 0.7955 0.7800 0.7955 0.7955 0.7955;

0.3500 0.3625 0.3875 0.3500 0.3875 0.3500 0.3375 0.3375 0.3500 0.3375 0.3625 0.3375 0.3625 0.3625 0.3500 0.3375 0.3625 0.3500 0.3875 0.3500 0.3625 0.3625 0.4250 0.4375 0.4375 0.4500 0.4750 0.4500 0.5750 0.5375 0.5375 0.5250 0.5625 0.7000 0.6875 0.6875 0.6875 0.7000 0.7625 0.7625 0.7250 0.7375 0.7500 0.7125 0.7875 0.7625 0.7750 0.7750 0.7625;

0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.6800 0.7000 0.7000 0.7000 0.7200 0.7200 0.7030 0.7400 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7400 0.7955 0.7955 0.7800 0.7955 0.7955 0.7600 0.7955 0.7955 0.7955 0.7955 0.7800;

0.3125 0.3250 0.3625 0.3375 0.3500 0.3250 0.3250 0.3250 0.3375 0.3250 0.3375 0.3125 0.3375 0.3375 0.3375 0.3375 0.3375 0.3375 0.3750 0.3375 0.3375 0.3500 0.4125 0.4125 0.4125 0.4375 0.4625 0.4500 0.5625 0.5250 0.5250 0.5125 0.5500 0.6625 0.6375 0.6625 0.6625 0.6750 0.7500 0.7375 0.7250 0.7250 0.7375 0.7125 0.7750 0.7500 0.7625 0.7750 0.7750;

0.7030 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7000 0.7200 0.7030 0.7200 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7800 0.7955 0.7955 0.7800 0.7800 0.7955 0.7600 0.7800 0.7955 0.7800 0.7955 0.7800;

0.2750 0.3500 0.3375 0.3375 0.3500 0.3125 0.3250 0.3250 0.3250 0.3250 0.3375 0.3000 0.3250 0.3375 0.3375 0.3000 0.3375 0.3750 0.3500 0.3375 0.3375 0.3375 0.4000 0.4125 0.4125 0.4375 0.4625 0.4500 0.5500 0.5125 0.5125 0.5125 0.5500 0.6375 0.6375 0.6625 0.6500 0.6750 0.7625 0.7375 0.7250 0.7375 0.7500 0.7125 0.7625 0.7375 0.7750 0.7750 0.7625;

0.7215 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7030 0.7000 0.7000 0.7000 0.7200 0.7000 0.7000 0.7000 0.7200 0.7030 0.7030 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7955 0.7955 0.7800 0.7800 0.7800 0.7800 0.7800 0.7800 0.7955 0.7955 0.7955;

0.3000 0.3500 0.3125 0.3375 0.3250 0.3250 0.3250 0.3250 0.3125 0.3375 0.3250 0.3250 0.3375 0.3125 0.3250 0.3250 0.3375 0.3250 0.3500 0.3250 0.3250 0.3375 0.4000 0.4125 0.4125 0.4375 0.4500 0.4500 0.5500 0.5125 0.5125 0.5125 0.5500 0.6375 0.6375 0.6625 0.6500 0.6750 0.7625 0.7375 0.7250 0.7250 0.7500 0.7125 0.7500 0.7375 0.7625 0.7750 0.7625;

0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.6845 0.7400 0.7000 0.7000 0.7200 0.7000 0.7000 0.7200 0.7200 0.7030 0.7200 0.7030 0.7030 0.7030 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7800 0.7800 0.7800 0.7955 0.7800 0.7800 0.7800 0.7955 0.7955 0.7955;

0.3000 0.3500 0.3375 0.3250 0.3500 0.3125 0.3250 0.3250 0.3000 0.3375 0.3250 0.3250 0.3375 0.3125 0.3375 0.3375 0.3375 0.3250 0.3500 0.3250 0.3250 0.3375 0.3875 0.4125 0.4000 0.4250 0.4500 0.4500 0.5500 0.5000 0.5125 0.5125 0.5500 0.6500 0.6375 0.6750 0.6500 0.6625 0.7500 0.7250 0.7250 0.7250 0.7375 0.7125 0.7750 0.7375 0.7625 0.7625 0.7500;

0.7030 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.6800 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7955 0.7800 0.7800 0.7800 0.7800 0.7800 0.7955 0.7800 0.7955 0.7955;

0.3000 0.3375 0.3375 0.3500 0.3500 0.3125 0.3250 0.3250 0.3000 0.3250 0.3250 0.2750 0.3250 0.3125 0.3250 0.3250 0.3500 0.3250 0.3500 0.3250 0.3125 0.3375 0.3875 0.4125 0.3875 0.4250 0.4500 0.4375 0.5500 0.5000 0.5125 0.5125 0.5500 0.6375 0.6500 0.6625 0.6500 0.6750 0.7375 0.7250 0.7250 0.7250 0.7125 0.7125 0.7375 0.7250 0.7500 0.7375 0.7500;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7000 0.7200 0.7000 0.7200 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7800 0.7955 0.7800 0.7800 0.7600 0.7800 0.7800 0.7600 0.7800 0.7800 0.7800;

0.3375 0.3500 0.3500 0.3500 0.3625 0.3250 0.3375 0.3375 0.3250 0.3375 0.3250 0.3125 0.3375 0.3250 0.3375 0.3250 0.3375 0.3375 0.3625 0.3250 0.3125 0.3500 0.4125 0.4250 0.4000 0.4250 0.4500 0.4375 0.5500 0.5125 0.5250 0.5125 0.5375 0.6500 0.6375 0.6375 0.6375 0.6625 0.7375 0.7250 0.7250 0.7125 0.7125 0.7000 0.7125 0.7125 0.7500 0.7375 0.7375;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7215 0.7000 0.7400 0.7000 0.7000 0.7200 0.7200 0.7000 0.7200 0.7030 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7200 0.7200 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7955 0.7955 0.7800 0.7800 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800 0.7800;

0.3375 0.3500 0.3375 0.3625 0.3625 0.3250 0.3375 0.3375 0.3250 0.3250 0.3250 0.3125 0.3375 0.3375 0.3250 0.3375 0.3375 0.3375 0.3625 0.3375 0.3375 0.3625 0.4000 0.4125 0.4125 0.4375 0.4625 0.4375 0.5375 0.5125 0.5125 0.5250 0.5500 0.6500 0.6375 0.6750

0.6500 0.6750 0.7250 0.7250 0.7250 0.7000 0.7000 0.6875 0.7000 0.7250 0.7500 0.7250 0.7250;

0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7000 0.7400 0.7200 0.7200 0.7000 0.7200 0.7000 0.7400 0.6845 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800;

0.3375 0.3500 0.3375 0.3500 0.3625 0.3250 0.3375 0.3250 0.3375 0.3250 0.3375 0.3125 0.3375 0.3375 0.3250 0.3250 0.3375 0.3500 0.3500 0.3375 0.3375 0.3500 0.4000 0.4125 0.4000 0.4375 0.4375 0.4375 0.5375 0.5125 0.5125 0.5250 0.5500 0.6625 0.6500 0.6750 0.6625 0.6750 0.7250 0.7250 0.7125 0.7000 0.7000 0.6875 0.7000 0.7125 0.7250 0.7250 0.7250;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7200 0.7200 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7600 0.7600 0.7600 0.7800 0.7800 0.7800;

0.3250 0.3500 0.3500 0.3625 0.3625 0.3250 0.3375 0.3375 0.3375 0.3250 0.3375 0.3000 0.3250 0.3375 0.3250 0.3375 0.3375 0.3375 0.3500 0.3375 0.3375 0.3500 0.4000 0.4125 0.3875 0.4375 0.4500 0.4250 0.5375 0.5250 0.5125 0.5250 0.5500 0.6500 0.6500 0.6750 0.6625 0.6500 0.7125 0.7125 0.7000 0.7000 0.6875 0.6750 0.7000 0.7000 0.7250 0.7250 0.7125;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7800 0.7600;

0.3250 0.3500 0.3500 0.3500 0.3625 0.3250 0.3375 0.3250 0.3375 0.3250 0.3250 0.2875 0.3250 0.3375 0.3375 0.3250 0.3375 0.3250 0.3375 0.3375 0.3375 0.3500 0.4000 0.4000 0.4000 0.4375 0.4375 0.4250 0.5500 0.5125 0.5125 0.5250 0.5500 0.6500 0.6375 0.6625 0.6625 0.6750 0.7000 0.7125 0.7000 0.7000 0.6875 0.6750 0.7000 0.7000 0.7250 0.7250 0.7125;

0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600;

0.3250 0.3375 0.3375 0.3500 0.3500 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3125 0.3250 0.3250 0.3250 0.3250 0.3375 0.3375 0.3375 0.3375 0.3250 0.3500 0.4000 0.4000 0.4000 0.4250 0.4375 0.4375 0.5375 0.5125 0.5000 0.5250 0.5375 0.6500 0.6375 0.6750 0.6625 0.6750 0.7125 0.7000 0.6875 0.7000 0.6750 0.6750 0.7000 0.7000 0.7250 0.7250 0.7125;

0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7000 0.7000 0.7000 0.7030 0.7030

0.7030 0.7030 0.7030 0.7200 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7800 0.7600 0.7800;

0.3125 0.3375 0.3250 0.3500 0.3500 0.3125 0.3125 0.3125 0.3250 0.3250 0.3125 0.3000 0.3250 0.3250 0.3250 0.3250 0.3250 0.3250 0.3250 0.3250 0.3250 0.3375 0.3750 0.4000 0.3875 0.4250 0.4250 0.4125 0.5250 0.5000 0.4875 0.5125 0.5375 0.6625 0.6375 0.6625 0.6625 0.6625 0.7125 0.7000 0.6875 0.6875 0.6750 0.6750 0.7000 0.7000 0.7250 0.7125 0.7125;

0.7400 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7600;

0.3125 0.3000 0.3250 0.3250 0.3250 0.3125 0.3000 0.3125 0.3125 0.3125 0.3000 0.3000 0.3250 0.3250 0.3250 0.3250 0.3125 0.3250 0.3250 0.3250 0.3250 0.3250 0.3625 0.4000 0.3875 0.4250 0.4250 0.4250 0.5125 0.5000 0.4875 0.5000 0.5250 0.6500 0.6375 0.6625 0.6125 0.6625 0.7125 0.7000 0.6875 0.6875 0.6875 0.6750 0.7000 0.6875 0.7500 0.7250 0.7125;

0.7200 0.7200 0.7030 0.7200 0.7200 0.7030 0.7200 0.7215 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7215 0.7030 0.7200 0.7200 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7800 0.7800 0.7800 0.7600 0.7600 0.7585 0.7800 0.7800 0.7955 0.7800 0.7800;

0.3250 0.3125 0.3125 0.3125 0.3250 0.3125 0.3125 0.3250 0.3250 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3125 0.3000 0.3375 0.3375 0.3250 0.3250 0.3375 0.3875 0.4000 0.3875 0.4250 0.4375 0.4250 0.5375 0.5125 0.5000 0.5125 0.5375 0.6500 0.6500 0.6750 0.6625 0.6875 0.7250 0.7000 0.7000 0.6875 0.6875 0.7000 0.7125 0.7250 0.7375 0.7375 0.7250;

0.7400 0.7400 0.7200 0.7600 0.7400 0.7030 0.7030 0.7200 0.7030 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7955 0.7800 0.7600 0.7800 0.7600 0.7585 0.7800 0.7800 0.7800 0.7800 0.7800;

0.3250 0.3000 0.3250 0.3625 0.3250 0.3000 0.3250 0.3125 0.3125 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3125 0.3125 0.3375 0.3375 0.3250 0.3250 0.3250 0.4000 0.4000 0.3875 0.4250 0.4250 0.4375 0.5375 0.5125 0.4875 0.5000 0.5375 0.6500 0.6625 0.6625 0.6500 0.6750 0.7250 0.7000 0.7125 0.7000 0.7000 0.7125 0.7500 0.7375 0.7375 0.7375 0.7250;

0.7400 0.7400 0.7400 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7000 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7030 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7800 0.7800 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800 0.7955 0.7955 0.7800;

0.3375 0.3250 0.3375 0.3375 0.3250 0.3125 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3375 0.3375 0.3250 0.3125 0.3500 0.3375 0.3375 0.3625 0.3375 0.4125 0.4125 0.4000 0.4375 0.4375 0.4500 0.5375 0.5125 0.4875 0.5375 0.6250 0.6375 0.6750 0.6500 0.6500 0.6750 0.7375 0.7125 0.7250 0.7125 0.7125 0.7250 0.7500 0.7375 0.7500 0.7500 0.7500;

0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7400 0.7200 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7400 0.7955 0.7600 0.7800 0.7955 0.7800 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3500 0.3500 0.3750 0.3625 0.3250 0.3250 0.3375 0.3500 0.3250 0.3375 0.3375 0.3125 0.3375 0.3500 0.3375 0.3375 0.3250 0.3250 0.3500 0.3500 0.3625 0.3375 0.4375 0.4125 0.4125 0.4500 0.4250 0.4625 0.6000 0.5125 0.4875 0.5250 0.6750 0.6375 0.6875 0.6500 0.6625 0.6750 0.7500 0.7250 0.7375 0.7250 0.7250 0.7375 0.7375 0.7625 0.7625 0.7500 0.7375;

0.7400 0.7200 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7400 0.7200 0.7000 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7030 0.7600 0.7400 0.7400 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7600 0.7955 0.7800 0.7800 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7800 0.7955;

0.3500 0.3375 0.3750 0.3750 0.3375 0.3375 0.3500 0.3500 0.3375 0.3500 0.3500 0.3250 0.3500 0.3625 0.3375 0.3500 0.3375 0.3625 0.3500 0.3625 0.3625 0.3375 0.4375 0.4250 0.4125 0.4625 0.4375 0.4750 0.6250 0.5250 0.4875 0.5375 0.6750 0.6375 0.7000 0.6625 0.6750 0.6875 0.7500 0.7250 0.7500 0.7500 0.7250 0.7500 0.7500 0.7625 0.7500 0.7625 0.7625;

0.8140 0.7400 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7600 0.7400 0.7400 0.7600 0.7400 0.7600 0.7955 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7585 0.7800 0.7600 0.7800 0.7800 0.7955 0.7955 0.7600 0.7955 0.7955 0.8140 0.7955 0.7955 0.7955;

0.4375 0.3625 0.4000 0.3875 0.3500 0.3625 0.3625 0.3625 0.3375 0.3500 0.3625 0.3375 0.3500 0.3750 0.3750 0.3625 0.3500 0.3750 0.3625 0.3750 0.3750 0.3625 0.4500 0.4375 0.4250 0.4750 0.4500 0.4875 0.6250 0.5375 0.5125 0.5500 0.6875 0.6500 0.7000 0.6875 0.7000 0.7125 0.7625 0.7250 0.7500 0.7625 0.7250 0.7500 0.7625 0.7750 0.7375 0.7750 0.7750;

0.8325 0.7585 0.7600 0.7600 0.7200 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.6800 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7800 0.7400 0.7600 0.7600 0.7600 0.7600 0.7955 0.7800 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7800;

0.4500 0.3750 0.3875 0.4000 0.3375 0.3625 0.3750 0.3625 0.3500 0.3500 0.3625 0.3000 0.3625 0.3625 0.3625 0.3625 0.3500 0.3750 0.3500 0.3625 0.3625 0.3625 0.4375 0.4375 0.4125 0.4625 0.4375 0.4875 0.5500 0.5250 0.5125 0.5500 0.6875 0.6500 0.6875 0.7000

0.6875 0.7125 0.7750 0.7375 0.7625 0.7625 0.7250 0.7625 0.7625 0.7750 0.7875 0.7750 0.7750;

0.7770 0.7400 0.7400 0.7600 0.7200 0.7400 0.7200 0.7200 0.7400 0.7400 0.7200 0.7600 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7800 0.7600 0.7600 0.7400 0.7600 0.7600 0.8200 0.7955 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.4250 0.3750 0.3750 0.4000 0.3375 0.3500 0.3500 0.3625 0.3625 0.3625 0.3500 0.3625 0.3625 0.3625 0.3750 0.3500 0.3625 0.3875 0.3500 0.3625 0.3750 0.3750 0.4375 0.4375 0.4250 0.4750 0.4500 0.5375 0.5500 0.5250 0.5125 0.5500 0.6875 0.6625 0.7125 0.6875 0.6875 0.7125 0.7750 0.7375 0.7625 0.7625 0.7250 0.7625 0.7625 0.7750 0.8000 0.7875 0.7875;

0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7000 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7800 0.7400 0.7600 0.7400 0.7600 0.7800 0.7955 0.7955 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.8140 0.7955;

0.3875 0.3875 0.3875 0.3875 0.3375 0.3500 0.3875 0.3500 0.3625 0.3750 0.3625 0.3375 0.3500 0.3625 0.3625 0.3625 0.3500 0.3875 0.3625 0.3625 0.3625 0.3750 0.4375 0.4500 0.4250 0.4750 0.4500 0.5750 0.5375 0.5375 0.5250 0.5625 0.7000 0.6625 0.7000 0.6875 0.7000 0.7125 0.7750 0.7375 0.7500 0.7625 0.7250 0.7750 0.7750 0.7750 0.7875 0.7750 0.7750;

0.7400 0.7600 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7400 0.7030 0.7400 0.7200 0.7200 0.7200 0.7200 0.7600 0.7400 0.7400 0.7600 0.7400 0.7770 0.7400 0.7400 0.7400 0.7400 0.7800 0.7400 0.7600 0.7600 0.7400 0.7955 0.7955 0.7800 0.7800 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3625 0.3625 0.4000 0.3875 0.3500 0.3500 0.3500 0.3750 0.3500 0.3625 0.3625 0.3375 0.3500 0.3500 0.3625 0.3625 0.3500 0.3875 0.3500 0.3625 0.3750 0.3750 0.4500 0.4375 0.4250 0.4750 0.4500 0.5750 0.5375 0.5375 0.5250 0.5500 0.7000 0.6625 0.7000 0.6750 0.7000 0.7500 0.7500 0.7375 0.7375 0.7500 0.7250 0.7750 0.7750 0.7750 0.7875 0.7750 0.7750;

0.7400 0.7400 0.7600 0.7400 0.7400 0.7200 0.7200 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7000 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7030 0.7600 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7400 0.7600 0.7600 0.7600 0.8200 0.7955 0.7800 0.7955 0.7955 0.7800 0.8140 0.7800 0.7955 0.7955 0.7800 0.7955;

0.3625 0.3875 0.4000 0.3875 0.3500 0.3375 0.3375 0.3500 0.3375 0.3625 0.3375 0.3625 0.3625 0.3500 0.3500 0.3625 0.3500 0.3875 0.3500 0.3625 0.3625 0.3625 0.4375 0.4375 0.4250 0.4750 0.4500 0.5625 0.5375 0.5375 0.5250 0.5625 0.7000 0.6875 0.6875 0.6875 0.7000 0.7625 0.7625 0.7250 0.7375 0.7500 0.7125 0.7500 0.7625 0.7750 0.7750 0.7625 0.7625;

0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.6800 0.7000 0.7000 0.7000 0.7200 0.7200 0.7030 0.7400

0.7200 0.7030 0.7030 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7400 0.7955 0.7955 0.7800 0.7955 0.7955 0.7600 0.7955 0.7955 0.7955 0.7955 0.7955 0.7955;

0.3250 0.3625 0.3750 0.3500 0.3250 0.3250 0.3250 0.3500 0.3250 0.3375 0.3125 0.3375 0.3375 0.3375 0.3250 0.3375 0.3375 0.3750 0.3375 0.3375 0.3500 0.3500 0.4125 0.4125 0.4000 0.4625 0.4500 0.5375 0.5250 0.5250 0.5125 0.5375 0.6625 0.6375 0.6625 0.6625 0.6750 0.7500 0.7375 0.7250 0.7250 0.7375 0.7125 0.7500 0.7500 0.7625 0.7750 0.7625 0.7500;

0.7400 0.7400 0.7600 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7000 0.7200 0.7030 0.7200 0.7200 0.7030 0.7030 0.7030 0.7400 0.7400 0.7200 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7800 0.7955 0.7955 0.7800 0.7800 0.7955 0.7600 0.7955 0.7955 0.7800 0.7955 0.7955 0.7955;

0.3500 0.3375 0.3500 0.3500 0.3125 0.3250 0.3250 0.3500 0.3250 0.3375 0.3000 0.3250 0.3375 0.3375 0.3250 0.3375 0.3750 0.3500 0.3375 0.3375 0.3375 0.3500 0.4125 0.4125 0.4125 0.4625 0.4500 0.5375 0.5125 0.5125 0.5125 0.5375 0.6375 0.6375 0.6750 0.6500 0.6750 0.7625 0.7375 0.7250 0.7375 0.7500 0.7125 0.7500 0.7375 0.7750 0.7750 0.7500 0.7750;

0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7200 0.7000 0.7000 0.7000 0.7200 0.7030 0.7030 0.7200 0.7030 0.7030 0.7030 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7955 0.7955 0.7800 0.7800 0.7800 0.7800 0.7770 0.7800 0.7955 0.7955 0.7800 0.7955;

0.3500 0.3125 0.3625 0.3250 0.3250 0.3250 0.3250 0.3500 0.3375 0.3250 0.3250 0.3375 0.3125 0.3250 0.3250 0.3375 0.3250 0.3500 0.3250 0.3250 0.3375 0.3500 0.4125 0.4125 0.4000 0.4500 0.4500 0.5375 0.5125 0.5125 0.5125 0.5250 0.6375 0.6375 0.6750 0.6500 0.6750 0.7625 0.7375 0.7250 0.7250 0.7500 0.7125 0.7375 0.7375 0.7625 0.7750 0.7500 0.7500;

0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7000 0.7000 0.7200 0.7000 0.7000 0.7200 0.7200 0.7030 0.7200 0.7030 0.7030 0.7030 0.7200 0.7400 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7800 0.7800 0.7800 0.7955 0.7800 0.7800 0.7800 0.7955 0.7955 0.7800 0.7600;

0.3500 0.3375 0.3500 0.3500 0.3125 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3375 0.3125 0.3375 0.3250 0.3375 0.3250 0.3500 0.3250 0.3250 0.3375 0.3500 0.4125 0.4000 0.4000 0.4500 0.4500 0.5375 0.5000 0.5125 0.5125 0.5250 0.6500 0.6375 0.6750 0.6500 0.6625 0.7500 0.7250 0.7250 0.7250 0.7375 0.7125 0.7250 0.7375 0.7625 0.7625 0.7500 0.7625;

0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.6800 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7030 0.7200 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7955 0.7955 0.7800 0.7800 0.7800 0.7800 0.7955 0.7955 0.7800 0.7955 0.7600 0.7955;

0.3375 0.3375 0.3375 0.3500 0.3125 0.3250 0.3250 0.3375 0.3250 0.3250 0.2750 0.3250 0.3125 0.3250 0.3250 0.3500 0.3250 0.3500 0.3250 0.3125 0.3375 0.3625 0.4125 0.3875 0.4125 0.4500 0.4375 0.5375 0.5000 0.5125 0.5125 0.5375 0.6375 0.6500 0.6750 0.6500 0.6750 0.7375 0.7250 0.7250 0.7250 0.7125 0.7125 0.7125 0.7250 0.7500 0.7375 0.7375 0.7375;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7000 0.7200 0.7000 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7955 0.7800 0.7800 0.7600 0.7800 0.7800 0.7600 0.7800 0.7800 0.7800 0.7800;

0.3500 0.3500 0.3625 0.3625 0.3250 0.3375 0.3375 0.3375 0.3375 0.3250 0.3125 0.3375 0.3250 0.3375 0.3375 0.3375 0.3375 0.3625 0.3250 0.3125 0.3500 0.3625 0.4250 0.4000 0.4000 0.4500 0.4375 0.5250 0.5125 0.5250 0.5125 0.5375 0.6500 0.6375 0.6625 0.6375 0.6625 0.7375 0.7250 0.7250 0.7125 0.7125 0.7000 0.7125 0.7125 0.7500 0.7375 0.7250 0.7375;

0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7000 0.7400 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7030 0.7030 0.7200 0.7200 0.7400 0.7200 0.7200 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7400 0.7955 0.7955 0.7800 0.7800 0.7600 0.7600 0.7955 0.7800 0.7800 0.7800 0.7800 0.7800;

0.3500 0.3375 0.3625 0.3625 0.3250 0.3375 0.3375 0.3375 0.3250 0.3250 0.3125 0.3375 0.3375 0.3250 0.3375 0.3375 0.3375 0.3625 0.3375 0.3375 0.3625 0.3625 0.4125 0.4125 0.3875 0.4625 0.4375 0.5375 0.5125 0.5125 0.5250 0.5375 0.6500 0.6375 0.6625 0.6500 0.6750 0.7250 0.7250 0.7250 0.7000 0.7000 0.6875 0.7125 0.7250 0.7500 0.7250 0.7250 0.7375;

0.7400 0.7400 0.7400 0.7400 0.7200 0.7400 0.7200 0.7200 0.7000 0.7400 0.7200 0.7200 0.7000 0.7200 0.7200 0.7400 0.6845 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7200 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800 0.7800 0.7800;

0.3500 0.3375 0.3750 0.3625 0.3250 0.3375 0.3250 0.3375 0.3250 0.3375 0.3125 0.3375 0.3375 0.3250 0.3375 0.3375 0.3500 0.3500 0.3375 0.3375 0.3500 0.3625 0.4125 0.4000 0.4000 0.4375 0.4375 0.5375 0.5125 0.5125 0.5250 0.5375 0.6625 0.6500 0.6625 0.6625 0.6750 0.7250 0.7250 0.7125 0.7000 0.7000 0.6875 0.7000 0.7125 0.7250 0.7250 0.7250 0.7250;

0.7400 0.7400 0.7600 0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7400 0.7600 0.7600 0.7600 0.7400 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7600 0.7585 0.7600 0.7800 0.7800 0.7600 0.7800;

0.3500 0.3500 0.3625 0.3625 0.3250 0.3375 0.3375 0.3500 0.3250 0.3375 0.3000 0.3250 0.3375 0.3250 0.3500 0.3375 0.3375 0.3500 0.3375 0.3375 0.3500 0.3625 0.4125 0.3875 0.4000 0.4500 0.4250 0.5375 0.5250 0.5125 0.5250 0.5375 0.6500 0.6500 0.6750 0.6625

0.6500 0.7125 0.7125 0.7000 0.7000 0.6875 0.6750 0.7000 0.7000 0.7250 0.7250 0.7125 0.7250;

0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7800 0.7600 0.7800;

0.3500 0.3500 0.3500 0.3625 0.3250 0.3375 0.3250 0.3375 0.3250 0.3250 0.2875 0.3250 0.3375 0.3375 0.3500 0.3375 0.3250 0.3375 0.3375 0.3375 0.3500 0.3625 0.4000 0.4000 0.4000 0.4375 0.4250 0.5250 0.5125 0.5125 0.5250 0.5500 0.6500 0.6375 0.6625 0.6625 0.6750 0.7000 0.7125 0.7000 0.7000 0.6875 0.6750 0.6875 0.7000 0.7250 0.7250 0.7000 0.7125;

0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7030 0.7030 0.7200 0.7200 0.7400 0.7200 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7600 0.7600 0.7800 0.7600 0.7800 0.7600 0.7600 0.7600 0.7800 0.7800 0.7800 0.7800 0.7600 0.7800;

0.3375 0.3375 0.3375 0.3500 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3125 0.3250 0.3250 0.3250 0.3500 0.3375 0.3375 0.3375 0.3375 0.3250 0.3500 0.3625 0.4000 0.4000 0.4000 0.4375 0.4375 0.5250 0.5125 0.5000 0.5250 0.5500 0.6500 0.6375 0.6500 0.6625 0.6750 0.7125 0.7000 0.6875 0.7000 0.6750 0.6750 0.6875 0.7000 0.7250 0.7250 0.7000 0.7125;

0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7000 0.7000 0.7200 0.7030 0.7030 0.7030 0.7030 0.7030 0.7200 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7600 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7800 0.7800 0.7600 0.7600 0.7800;

0.3375 0.3250 0.3250 0.3500 0.3125 0.3125 0.3125 0.3250 0.3250 0.3125 0.3000 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3250 0.3250 0.3375 0.3500 0.4000 0.3875 0.3875 0.4250 0.4125 0.5125 0.5000 0.4875 0.5125 0.5375 0.6625 0.6375 0.6375 0.6625 0.6625 0.7125 0.7000 0.6875 0.6875 0.6750 0.6750 0.7000 0.7000 0.7250 0.7125 0.7000 0.7125;

0.7400 0.7200 0.7400 0.7200 0.7400 0.7200 0.7200 0.7200 0.7000 0.7000 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7200 0.7600 0.7200 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7600 0.7800 0.7800 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7600 0.7800 0.7600 0.7800;

0.3000 0.3250 0.3375 0.3250 0.3125 0.3000 0.3125 0.3250 0.3125 0.3000 0.3000 0.3250 0.3250 0.3250 0.3375 0.3125 0.3250 0.3250 0.3250 0.3250 0.3250 0.3375 0.4000 0.3875 0.4000 0.4250 0.4250 0.5250 0.5000 0.4875 0.5000 0.5250 0.6500 0.6375 0.6375 0.6125 0.6625 0.7125 0.7000 0.6875 0.6875 0.6875 0.6750 0.7000 0.6875 0.7500 0.7250 0.7000 0.7250;

0.7200 0.7030 0.7400 0.7200 0.7030 0.7200 0.7215 0.7400 0.7000 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200

0.7200 0.7030 0.7030 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7800 0.7800 0.7800 0.7600 0.7600 0.7585 0.7600 0.7800 0.7955 0.7800 0.7800 0.7600;

0.3125 0.3125 0.3375 0.3250 0.3125 0.3125 0.3250 0.3250 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3375 0.3000 0.3375 0.3375 0.3250 0.3250 0.3375 0.3500 0.4000 0.3875 0.3875 0.4375 0.4250 0.5125 0.5125 0.5000 0.5125 0.5250 0.6500 0.6500 0.6500 0.6625 0.6875 0.7250 0.7000 0.7000 0.6875 0.6875 0.7000 0.7000 0.7250 0.7375 0.7375 0.7125 0.7250;

0.7400 0.7200 0.7200 0.7400 0.7030 0.7030 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7200 0.7030 0.7030 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7955 0.7800 0.7600 0.7800 0.7600 0.7585 0.7800 0.7800 0.7800 0.7800 0.7800 0.7800;

0.3000 0.3250 0.3250 0.3250 0.3000 0.3250 0.3125 0.3250 0.3125 0.3250 0.3000 0.3250 0.3375 0.3375 0.3375 0.3125 0.3375 0.3375 0.3250 0.3250 0.3250 0.3500 0.4000 0.3875 0.3875 0.4250 0.4375 0.5250 0.5125 0.4875 0.5000 0.5250 0.6500 0.6625 0.6375 0.6500 0.6750 0.7250 0.7000 0.7125 0.7000 0.7000 0.7125 0.7125 0.7375 0.7375 0.7375 0.7250 0.7250;

0.7400 0.7400 0.7400 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7000 0.7200 0.7030 0.7200 0.7200 0.7200 0.7200 0.7030 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7800 0.7800 0.7600 0.7600 0.7800 0.7800 0.7600 0.7800 0.7955 0.7955 0.7800 0.7955;

0.3250 0.3375 0.3250 0.3250 0.3125 0.3250 0.3250 0.3250 0.3375 0.3250 0.3250 0.3250 0.3375 0.3375 0.3500 0.3125 0.3500 0.3375 0.3375 0.3625 0.3375 0.4000 0.4125 0.4000 0.4125 0.4375 0.4500 0.5375 0.5125 0.4875 0.5375 0.5125 0.6375 0.6750 0.6375 0.6500 0.6750 0.7375 0.7125 0.7250 0.7125 0.7125 0.7250 0.7250 0.7375 0.7500 0.7500 0.7375 0.7500;

0.7400 0.7400 0.7400 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7030 0.7200 0.7200 0.7400 0.7200 0.7030 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7400 0.7955 0.7600 0.7800 0.7955 0.7800 0.7800 0.7800 0.7955 0.7955 0.7955 0.7800 0.7955;

0.3500 0.3750 0.3250 0.3250 0.3250 0.3375 0.3500 0.3250 0.3375 0.3375 0.3125 0.3375 0.3500 0.3375 0.3500 0.3250 0.3250 0.3500 0.3500 0.3625 0.3375 0.4125 0.4125 0.4125 0.4375 0.4250 0.4625 0.5375 0.5125 0.4875 0.5250 0.5375 0.6375 0.6875 0.6625 0.6625 0.6750 0.7500 0.7250 0.7375 0.7250 0.7250 0.7375 0.7250 0.7625 0.7625 0.7500 0.7500 0.7750;

0.7200 0.7400 0.7400 0.7400 0.7200 0.7400 0.7400 0.7200 0.7400 0.7200 0.7000 0.7200 0.7200 0.7200 0.7200 0.7200 0.7200 0.7400 0.7200 0.7200 0.7030 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7600 0.7600 0.7955 0.7800 0.7800 0.7955 0.7800 0.7955 0.7955 0.7955 0.7955 0.7800 0.7955 0.7955;

0.3375 0.3750 0.3375 0.3375 0.3375 0.3500 0.3500 0.3375 0.3500 0.3500 0.3250 0.3500 0.3625 0.3375 0.3625 0.3375 0.3625 0.3500 0.3625 0.3625 0.3375 0.3750 0.4250 0.4125 0.4375 0.4375 0.4750 0.5625 0.5250 0.4875 0.5375 0.5000 0.6375 0.7000 0.6625 0.6750 0.6875 0.7500 0.7250 0.7500 0.7500 0.7250 0.7500 0.7125 0.7625 0.7500 0.7625 0.7625 0.7750;

0.7400 0.7585 0.7400 0.7400 0.7400 0.7400 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7400 0.7200 0.7200 0.7200 0.7400 0.7400 0.7200 0.7200 0.7200 0.7400 0.7400 0.7400 0.7400 0.7400 0.7600 0.7600 0.7400 0.7400 0.7400 0.7600 0.7400 0.7600 0.7600 0.7800 0.7600 0.7800 0.7800 0.7955 0.7955 0.7600 0.7955 0.7800 0.8140 0.7955 0.7955 0.7955 0.7955;

0.3625 0.4000 0.3625 0.3500 0.3625 0.3625 0.3625 0.3500 0.3500 0.3625 0.3375 0.3500 0.3750 0.3750 0.3625 0.3500 0.3750 0.3625 0.3750 0.3750 0.3625 0.4125 0.4375 0.4250 0.4625 0.4500 0.4875 0.5750 0.5375 0.5125 0.5500 0.5625 0.6500 0.7000 0.6750 0.7000 0.7125 0.7625 0.7250 0.7500 0.7625 0.7250 0.7500 0.7250 0.7750 0.7375 0.7750 0.7750 0.7750];

T=[ 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.9000 0.5000 0.5000 0.5000 0.5000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000 0.1000];

net = newff(minmax(P),[14 6 4 2 1],{‘logsig’ ‘logsig’ ‘logsig’

‘logsig’ ‘logsig’},’traingdm’);

net.IW{1,1}=[ 4.8269 0.1471 1.7861 -0.3015 3.7200 -0.5225 1.4730 0.4333 5.6678 -1.4531 3.7361 1.0874 0.1342 0.6090 -5.4097 0.2345 6.0776 0.5185 5.2367 0.5571 1.9805 0.6429 6.4028 0.9149 0.1508 1.4821 3.8079 0.7285 3.1837 0.4177 3.2173 0.6206 2.0179 1.1163 7.1186 0.3554 7.7365 0.4739 0.6779 -0.7344 -1.9656 0.3479 -3.0713 0.0025 -0.7621 0.3089 1.7696 0.8343 2.4644 1.4348 3.0963 0.7882 4.2553 1.0729 1.3571 0.7383 1.5765 0.2601 1.4127 0.3138 1.3810 0.8324 5.6310 -0.0024 5.5741 -0.1220 3.1261 1.2431 3.2148 1.0826 7.3100 0.0244 6.7636 1.6804 2.6371 1.2677 0.4786 0.2995 7.2312 -0.7984 0.1059 0.8037 -3.5630 0.5546 -6.3242 0.1836 2.2580 0.7785 -0.7335 0.0795 7.1590 0.0501 5.2840 0.0769 -0.0533 0.0775 -2.9388 0.5130 -2.8089 1.3497 -5.8718 -1.1377 7.3053 1.0276 -3.0881 0.0622 4.2837 0.6015 -1.8986 0.3438 -4.2343 1.3895 -6.2603 -0.6880 -4.1239 1.3376 -0.7230 -1.5927 7.2781 0.0460 -0.9741 -0.4313 2.0635 1.4020 7.6405 0.3047 8.3535 0.3906 7.2728 -0.5653 0.8448 0.3583 -3.5743 -0.8908 6.4799 0.6218 2.6139 1.4586 -5.2156 1.2352 -4.8337 0.3988 -7.1520 0.4097 -3.6635 -0.6501 2.7934 0.0630 2.9757 0.5506 4.4607 0.8800 5.3266 0.9902 3.2786 0.5245 3.2628 0.5505 5.0538

1.4680 4.5444 1.4760 3.6713 1.0592 6.8247 1.1231 6.6715 1.4020 1.6942 0.8992 5.2125 0.3990 8.5865 0.8393 2.5427 0.6412 4.0227 1.2970 8.3037 0.2704 7.0439 0.8788 4.6513 0.0865 1.9128 1.3078 3.6754 1.2487 2.0494 1.3828 2.0634 -1.5779

1.6314 -1.2234 -5.4026 1.4153 -7.6452 -0.7035 5.9980 -1.0430 5.2954 0.2455 3.6894 1.5264 -1.1639 -0.6229 3.1504 1.3761 2.2493 0.2159 3.5808 -0.9958 -3.4019 -0.6697 6.6355 0.4984 -0.5384 1.6191 -7.4358 -0.1735 4.0157 1.1599 -6.9819 1.5412 8.8697 1.0230 -0.5483 -1.3971 2.0181 -0.3681 -3.2919 0.3113 7.4680 0.0153 0.6750 -1.1800 -3.3942 -1.2000 0.0136 1.5779 4.2178 1.0928 3.1821 0.3983 3.1797 0.9310 4.9350 0.6019 2.8378 1.0485 5.0758 0.5104 0.4361 0.6020 2.4051 -1.1475 -1.2881 0.3044 -0.1739 0.1935 -1.7586 -1.4876 4.3272 1.5758 0.7688 1.5641 0.0701 0.8011 7.7970 1.5531 3.7621 -1.4916 0.0559 -0.8639 3.1974 1.1086 2.2205 0.1593 -4.6014 1.2440 4.5462 -0.4496 -0.7518 1.3649 6.2696 -1.0279 3.4443 0.9768 0.5419 0.6468 2.0632 0.7685 6.3965 0.4245 3.2781 -0.6528 0.7764 -0.9763 4.2846 1.0606 3.1566 -0.2770 -1.0411 1.1558 -3.9526 -1.4208 -5.7168 -1.4446 -3.2185 -0.6373 1.6586 1.3475 -5.5920 0.6903 -3.9654 -0.1102 2.1502 1.2918 1.5978 0.9513 0.0322 -1.5876 -0.8749 -0.1616 -4.5573 -1.1872 6.9835 1.5726 4.9575 0.5493 2.2952 0.2931 0.6661 1.6325 6.1600 1.3285 3.0945 0.0783 5.5588 0.0817 2.8789 0.9778 0.0398 0.2809 3.6518 1.3286 2.6475 0.7187 4.9731 0.1701 1.7500 0.7239 0.9748 0.5413 2.5370 1.2748 6.0346 0.8881 2.3785 -0.4888 -2.7626 0.3755 -3.5553 -1.2264 -2.4119 1.1148 -1.2381 0.1536 7.0777 1.6909 4.1631 1.5549 6.2446 0.1767 7.9158 -0.4619 -4.2514 0.3834 -4.2257 -1.5573 6.2219 -1.1190 -7.3345 0.2003 5.2134 0.9367 5.6858 1.4844 6.5041 0.8244 2.3690 -0.2650 0.8822 0.9781 0.7165 -1.3113 -1.5671 0.6556 -4.3419 1.1277 2.9441 0.6973 -3.7394 0.8434 -7.4018 0.7165 -7.1059 0.3935 4.5246 0.7676 2.8891 0.9474 0.9255 1.0500 5.0653 -0.1381 -4.3004 -0.1686 2.5895 -1.3347 -3.5408 0.4937 3.2932 0.8679 3.6964 -1.3297 -1.7897 -1.1023 -0.8505 -1.6078 4.1245 0.9993 1.6599 0.4561 -2.2327 0.1089 -3.4202 -1.3664 6.4394 0.5527 2.9503 -0.8978 -0.2776 1.1952 2.1296 0.1645 -0.4539 0.4593 0.0045 -1.5523 -0.1929 -0.9591 -1.7911 -0.7681 -1.0096 0.6179 0.4104 0.4231 4.5088 0.2759 5.3733 0.3400 7.1633 -1.2562 1.0554 0.5042 7.2136 1.2419 -2.3707 -0.6956 -1.4843 0.8054 -2.2467 -0.2078 7.8059 0.7253 -0.8432 1.5053 -1.6713 1.4952 4.8576 0.5609 1.8537 0.5055 6.9916 0.9030 1.9085 -1.5300 3.9995 1.3554 3.4891 0.3880 -1.4303 -0.4088 -4.2190 1.3065 2.8424 -0.1946 -0.8424 1.2487 6.4518 -0.7069 1.7054 0.9265 6.1957 0.6295 5.2873 0.2569 1.2044 0.2507 3.9300 -0.7077 -0.7227 0.1761 -6.1623 1.4403 -0.7716 -1.4183 -2.4757

1.5312 -5.1471 -0.5537 6.2386 -1.3178 -5.5915 0.6623 -7.1200 0.7260 5.3335 -1.5387 -5.4493 -0.0922 1.8282 0.3971 -4.1148 1.1062

0.6957 -1.0395 5.6973 0.3190 -1.6341 -0.8746 -0.9859 1.2842 0.7614 0.9086 0.0126 1.3264 0.6685 1.0867 3.1585 0.5262 2.8320 0.4668 3.2159 0.6474 4.2696 0.0073 2.9525 0.7242 1.0714 1.5294 6.8201 1.4038 7.4711 1.1661 6.4573 1.5330 5.0179 1.1787 4.1875 1.1417 5.4890 1.0812 5.6623 0.4290 4.7454 1.1190 1.5085 0.2770 0.2732 0.5334 7.1391 0.9825 3.6266 0.2709 1.3909 1.4527 2.2488 1.0841 5.5892 -1.3359 -1.4712 -1.3877 -1.6423 0.3355 -0.9050 0.7907 6.5393 0.1293 -2.3956 -0.9006 1.4344 0.5069 -7.0084 0.6333 1.8120 1.4843 1.6020 1.5969 4.4185 0.5620 0.1023 0.8817 4.4354 0.3605 0.6209 1.6015 0.7931 0.1674 4.9952 0.1487 6.2136 -0.8400 -1.0889 -0.9536 1.2129 0.5441 5.0603 -0.6961 2.7752 0.9803 3.1224 0.6446 5.9817 0.1463 5.1958 0.7490 6.8668 1.0973 5.0851 1.3530 3.2338 1.0802 0.7836 1.2697 5.2999 1.1959 0.6987 0.2896 2.5655 1.1033 0.0899 0.6672 5.7910 -0.9971 -5.3132 -1.5689 -1.0230 -0.2504 -1.5458 0.7527 -8.3685 1.5652 4.6284 1.0301 7.0997 1.4689 5.3847 0.5631 1.0985 1.2339 5.6514 1.4766 5.1249 1.3889 4.4909 0.8963 7.0804 0.5497 2.5786 1.1138 0.7542 0.6520 3.0331 0.1203 4.8829 1.1493 5.0493 0.4181 0.9922 0.6907 6.4897 1.0255 7.0000 -0.8685 -4.4240 -0.7650 -1.1511 -0.4564 3.0458 -0.7205 -6.1290 0.7261 4.8050 0.4572 5.9478 0.2953 0.2363 0.2335 0.2260 -0.5199 -4.2614 -0.7728 -2.2215 -1.1594 -4.9245 -0.8495 6.3213 0.0737 6.0151 0.1804 3.5669 1.1499 0.0405 0.3808 2.5932 -1.3786

3.1862 -1.0614 -2.1833 -1.0024 5.5476 -1.0880 5.9265 -1.1183 -5.4553 1.2493 -4.9992 0.9529 -5.2124 1.1969 -0.0911 0.6739 0.0753 1.4046 2.6638 1.4276 3.6830 0.3710 6.9408 0.4418 3.3481 1.4791 1.7224 1.2060 2.7419 0.9791 7.1040 0.6751 6.7981 1.3715 5.7107 1.0799 6.9225 0.8801 5.1743 -0.9835 -3.1795 -0.4778 2.2495 1.4054 0.7861 -1.3655 2.6833 1.1881 2.8939 1.2188 5.2870 0.5284 5.2663 1.1361 5.3116 -0.4880 3.1312 0.7891 4.9284 -0.9345 -4.7730 1.3264 2.0512 0.3012 4.0421 0.9125 3.9505 0.4032 4.6020 0.6201 2.4398 -1.4001 -6.5536 -0.8683 -2.8700 0.0799 2.8254 -1.2885 -7.8708 0.4011 6.8211 0.5171 2.4468 1.4003 6.0086 0.5028 6.5980 -1.0388 -0.5252 0.7110 5.3908 -1.1558 -6.0957 -1.2251 4.2304 1.3486 -4.2182 -0.9378 -0.2248 0.2244 -0.0213 -0.3074 0.2147 1.0275 5.4095 0.1013 4.0139 0.3388 3.7664 0.9534 3.4711 0.1645 2.9731 0.8729 2.9854 0.2314 1.8956 0.4572 4.0386 -0.0947 -3.9640 -0.6581 -4.3166 1.2240 3.6836 -0.0719 6.6407 0.9481 5.2045 0.4809 2.2137 0.1028 2.1306 0.9350 4.4571 -0.3859 -5.8886 1.1098 -0.3996 -0.5911 1.3365 -0.9081 0.0164 0.4450 2.4538 0.1119 -5.1187 0.0635 -0.0769 -0.7422 -5.6086 1.1108 0.1621 -0.4147 5.0112 1.0262 -4.6809 0.7545 0.8874 0.4144 2.9374 1.1110 -2.8448 1.3963 4.8299 1.2765 -0.7248 0.2159 -3.8339 0.2368 -7.5232 -1.5281 -2.4290 -0.9222 8.3656 1.2004 7.5681 0.1074 2.9654 1.4658 4.4051 1.2836 1.5702

0.6071 2.4510 1.5056 1.6832 0.9305 1.5646 0.6194 1.2938 -0.3633

-5.4062 0.1995 -2.5749 -0.7861 -4.0005 0.2085 0.9425 0.1923 2.3398 0.9941 4.7475 1.3560 0.0754 0.4039 3.7849 -1.1048 0.9704 0.6742 2.7522 -0.1969 -4.8479 0.6115 -2.3342 0.3493 -2.0737 -0.4584 2.8094 0.0844 6.0327 -1.1019 0.0945 1.2661 -6.7446 -0.2784 1.1218 -0.0816 -6.3034 -1.7062 -5.5371 0.0754 6.4580 -1.2115 -2.1814 0.4553 4.8310 0.7534 -2.3843 1.6178 4.1610 0.3483 2.8190 1.0921 3.9990 -1.1564 -4.9205 1.4695 3.1004 -1.0526 -0.7883 -1.5525 -0.4820 1.1265 -6.4157 0.9840 -1.6944 -0.8531 -3.9046 -1.0062 -6.5222 -0.2622 1.5576 0.1781 6.9562 0.4804 0.9000 1.1217 9.2712 0.0664 2.2441 -1.2820 8.3887 -0.1070 3.5292 -1.3198 4.1979 -0.5211 7.7956 0.8739 6.8492 -0.8100 4.8879 0.3540 2.1007 1.3365 5.3616 0.3561 3.0245 -0.7334 2.0640 0.3957 1.7755 -1.0813 3.0872 1.0764 2.3709 1.3269 1.2973 0.1866 1.3129 0.2958 1.6174 1.5714 6.6638 0.5912 1.0995 0.6806 4.3952 0.8190 0.1338 0.6417 0.5046 1.4695 8.5277 0.4519 2.4897 0.2912 8.8784 -0.1443 -0.4297 1.7387 -8.7212 0.9295 -6.1416 0.1237 -6.6264 0.1002 -6.6999 -0.5630 2.9844 0.7467 -1.4741 1.0070 -0.9001 0.2879 3.6974 -0.5900 6.5645 -0.5485 2.1653 0.7278 8.0670 0.5027 -4.7474 -0.7246 -4.5658 -0.2613 -5.0017 0.3430 5.5407 0.6258 4.1256 0.9185 3.1044 0.5698 2.9464 1.1499 -6.7188 0.4233 -7.1501 0.1140 2.6948 -1.4487 -0.2881 0.0621 4.0831 1.5585 4.5406 0.2665 1.2763 0.5110 0.3143 0.1095 5.7567 -0.3329 7.0821 -0.8015 6.8531 0.9704 -6.0876 1.3319 -6.2550 0.0677

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-0.5757 -0.2199 2.6432 -0.8086 1.3354 -0.4287 -7.3463 0.1174 3.8959 0.6044 4.7570 1.2944 1.0659 1.3088 5.6957 -0.6738 1.1690 -0.4303 -1.2226 0.7324 -7.1961 -0.2860 -6.1043 0.7404 3.4256 0.2585 -4.3925 -0.5766 -7.1329 -0.1496 -7.1808 0.0433 5.4318 -1.4526 -7.0497 0.8968 -3.9252 1.5286 2.1595 1.2301 7.1495 0.0968 5.7200 0.7754 0.1069 1.5354 4.7299 -1.4507 0.5748 -0.1874 4.0452 0.4096 -5.7213 0.1032 -2.2164 0.8004 4.8283 0.3107 0.3064 0.1499 0.6926 0.8138 3.9262 1.2116 2.9314 1.3411 0.4669 0.8899 0.9573 0.8721 5.3319 0.6438 4.2727 1.6574 6.1190 0.6838 4.7596 0.2098 1.2463 -1.1999 3.9756 0.0308 -5.1034 1.3441 -4.1875 -0.3672 6.5944 1.2647 1.5531 0.0718 7.2678 -1.2006 -5.6364 -0.6795 5.3265 0.7701 -2.5684 0.1381 -3.3430 -1.1231 6.4927 0.9147 -6.1485 1.3010 4.0777 0.7758 0.2100 -1.1588 -1.3450 -1.1210 0.6153 0.8127 -5.6273 -0.2173 2.8458 -0.3574 3.6241 0.5551 1.6326 1.2128 -4.5085 -0.6742 -0.0460 -0.2334 5.5205 0.0785 7.4140 1.6075 6.2741 0.0617 2.4683 0.4263 5.8282 -0.7627 -4.6862 0.6377 1.0664 -0.8152 -6.5066 -0.9812 -1.9658 1.0620 0.0129 0.9397 3.9640 0.2229 2.3735 0.3860 2.0417 1.4431 0.2803 -1.1325 -3.9485 1.5278 -0.9240 1.3224 1.9424 -0.0906 -2.3781 0.7269 3.0139 0.7716 0.4770 0.7811 5.2888 1.2405 0.7196 1.0608 0.3912 1.6482 8.5447 1.3200 5.5858 1.2255 1.2900 0.7792 0.7881 1.5576 3.1447 1.1444 1.5942 0.4392 5.2650 -0.7462 -6.0313 1.6002 -1.7919 0.8836 -7.0970 -1.0353 4.9911 1.3677

-4.4622 -0.0033 1.8293 -0.4080 -8.0245 0.6027 -1.0274 0.0857 4.4058 1.3900 1.7212 1.2168 1.5762 0.0996 2.1377 1.0672 0.8761 0.9358 1.0966 1.4939 4.7511 0.3238 4.9154 1.2934 2.8126 0.3079 3.4379 0.4058 1.7697 1.4348 7.5687 -1.0048 6.7271 0.2462 -3.6226 0.2961 -2.7867 0.9711 -4.4348 0.6290 6.2706 1.1294 1.8973 1.0384 0.6395 1.3293 0.9791 0.9868 1.5388 1.0429 5.8000 1.5203 0.0220 1.2519 4.9074 -1.3974 -2.2403 1.1199 -5.2179 -0.5946 -6.9683 1.2845 -4.6202 0.5597 4.7716 0.0046 0.1135 0.7597 2.1648 0.8689 6.6618 1.4495 5.9722 1.5112 7.5364 1.5875 4.3792 0.1530 1.4498 0.5068 1.3189 0.1805 8.2442 0.1134 1.1118 0.4230 5.8937 0.9845 5.7645 1.0263 4.2459 1.2034 6.4051 1.2542 1.4966 0.8150 2.9602 0.4764 1.5642 0.7733 3.6274 0.0698 1.8773 -0.1567 -4.8449 0.1035 -2.6101 0.6652 -1.7720 0.2344 -7.2889 1.2581 2.5676 -0.3619 2.1293 -1.0561 1.8324 0.5547 -1.1828 1.6231 5.7714 0.2843 3.6438 0.3755 6.4138 0.0788 5.7647 0.8582 3.1097 1.4605 0.1848 0.7310 4.7305 0.6491 5.0848 0.4934 2.6529 1.4007 4.9409 0.2205 7.5962 1.6492 5.9860 0.3973 0.9133 0.5232 3.0035 1.5257 2.6019 1.0055 0.3667 -1.5528 -5.3000 -0.9475 5.6129 1.0151 0.7055 0.9001 -6.3026 1.4936 7.0075 0.1840 4.2869 0.7221 2.3462 0.8774 0.4230 -0.8644 -2.3746 -1.0294 -6.3835 1.1264 4.3068 1.5541 -0.6422 0.0919 3.4727 0.7993 8.1161 0.7217 4.0588 0.6216 4.0796 -0.2028 -2.0759 0.5367 -4.8884 0.9804 4.9653 0.1377 3.1884 0.1301

-5.2543 0.8652 6.3282 -0.5812 1.9230 -0.5085 1.6222 0.6435 1.9727 -1.3685 2.5604 -0.8193 -6.3585 -1.3763 3.9952

0.7658 4.9465 0.8671 0.0626 0.0140 0.5424 0.3937 2.1945 -0.9866 2.4118 0.1064 2.0808 -1.4705 2.6571 0.5001 -4.5190 1.5126 6.6625 -1.2919 -4.9455 -0.9448 -7.5754 -1.0609 -1.7950 1.3814 1.5990 0.1097 2.6886 0.2913 -0.7140 0.6701 1.1380 1.1124 -3.3002 1.1992 6.1182 -0.0139 5.5295 0.2957 -4.9355 1.4660 -6.2850 1.1759 -0.2818 -0.9494 -3.3953 0.4915 -7.3250 1.0142 -3.3373 -0.5204 0.7262 0.5115 0.2762 0.4228 1.6545 0.3163 4.0162 0.4345 4.3494 0.5160 5.5423 1.2025 5.3384 0.0640 9.0429 0.6482 0.3984 1.4605 2.1041 0.6963 7.1291 1.1401 2.7278 0.2588 6.4614 0.5536 1.6169 0.7820 0.9894 -0.3359 -3.8197 -0.1771 -1.2233 -0.8522 -1.6437 -1.3559 -1.3405 0.6738 5.6259 1.4020 5.3750 1.2641 5.4944 1.1648 5.8538 0.4518 3.4801 0.3865 1.7271 1.0617 6.2870 0.9739 3.9073 -1.0286 2.7073 -0.4617 -3.2565 1.6718 -4.3001 1.2143 1.1426 1.4840 5.6424 0.5646 1.1375 0.3373 2.6755 1.1815 5.2583 1.2687 0.3841 0.7289 6.3095 1.4361 3.1769 0.3521 4.5647 1.4160 2.0359 0.1704 0.0601 0.8066 1.5255 1.4878 3.6214 -0.4393 0.7179 0.5587 2.9420 1.3768 2.2605 0.2668 6.0886 0.8195 4.4190 0.0322 5.9870 0.1719 4.8220 0.3632 7.2683 -1.3764 5.0695 0.2954 2.1708 -0.0518 8.2470 1.2138 -6.7343 0.3525 3.9256 0.9305 0.1187 0.5431 6.8039 1.4407 6.0034 1.3350 1.1607 0.9446 7.1721 0.3487 0.1139 1.2915 3.8328 -0.1032

4.7541 0.2384 -2.3325 1.1536 2.0262 1.0118 4.2030 0.6544 4.5046 0.5143 1.2266 0.2996 4.1222 0.4592 6.1703 0.9708 4.2423 1.2790 5.4736 1.3701 1.5018 0.3588 6.2176 0.9498 2.3581 0.4337 3.4960 1.5000 7.4166 1.4847 1.5730 -1.1217 -4.7670 -1.2720 1.8309 1.2278 -5.3248 -1.1097 4.2556 0.0785 6.6871 1.0033 2.5520 1.0466 3.3129 1.1515 6.9360 -0.5585 3.2886 -0.9794 -1.9093 -0.9722 -3.0579 -0.5506 4.0767 0.4724 0.0245 1.0662 3.2491 0.0016 6.4784 1.1348 5.3341 0.3708 5.9367 0.8896 2.1674 0.9407 5.3358 0.6893 1.2302 -0.9779 6.8475 0.2008 7.0657 -0.2171 -4.5194 -0.3408 5.6544 0.2225 0.5354 0.4480 0.6652 0.0040 4.0608 0.8225 5.7843 -0.0971 3.9399 0.4019 5.7224 -1.0939 -6.5896 -0.8173 -7.1710 0.8955 -2.2384 -0.0308 -1.8780 -0.7472 -2.8499 0.3633 -1.1775 0.5421 4.7161 -0.3230 -1.1617 0.2010 3.4742 0.2652 1.9426 0.1276 -2.4963 0.8287 0.5131 -0.1090 3.1559 -1.3615 -4.2540 1.0099 7.0998 1.1097 8.4231 1.5609 2.1703 1.1678 0.0010 -0.5547 7.4959 -0.2926 -3.7790 0.4182 0.2302 -1.3053 0.1248 1.3584 1.4208 0.6231 4.2530 0.5634 4.3917 1.2636 6.3988 0.2081 2.4374 0.8954 4.7693 0.1615 3.8528 0.6224 6.9263 1.4838 4.0994 0.1873 2.2527 0.4098 7.1009 1.2044 0.8009 -0.8777 -1.7296 1.4632 0.7852 -1.3407 -7.1705 0.7831 4.3262 1.1219 -5.1748 0.8089 7.4982 -0.7327 -2.5755 -1.4027 -7.0591 0.2167 7.0568 0.9143 0.9813 1.3074 2.3758 1.5175 2.8621 -1.1235 7.0362 0.2165 5.4407 1.1973 0.1818 -1.4168 3.4804 0.0373

-0.5546 -0.0860 -1.1583 -1.4223 4.9247 0.4983 6.9063 -0.0885 5.5016 0.1362 3.3780 -1.1923 -2.0084 -1.1596 -7.1379 0.8758 3.5533 0.8311 4.7265 1.2777 1.2337 1.5863 4.9023 0.8198 0.3779 1.1453 3.6988 1.3953 7.9549 1.5757 3.8606

0.7226 3.2637 0.4051 0.3795 1.3290 3.0275 0.7690 3.9823 -0.6787 -3.0078 0.8107 4.5118 -0.3044 4.8031 -0.5873 6.4492 1.2366 0.8483 1.4617 2.4431 0.3541 5.1475 0.5915 2.5712 1.2285 5.5781 0.7292 4.2248 0.3289 2.1655 0.0306 2.2031 1.5062 2.5590 1.2347 1.0701 0.1992 1.0317 0.8954 1.2538 -0.6505 -5.9512 -0.8916 1.8965 1.1313 0.3343 1.0490 -3.1638 0.2359 -4.9682 0.8172 -0.3282 0.8544 -0.7795 0.6158 5.8451 1.2685 -2.1597 -1.0187 5.7041 0.8677 -6.7889 -1.3720 4.2303 0.6835 2.7892 1.2928 6.2693 0.8886 5.5490 1.4601 0.5858 -0.2878 0.6249 -1.0523 4.9387 0.7150 -2.5565 -0.0610 -0.2220 0.4493 -3.0624 0.2776 -2.9911 -1.3640 -5.5802 -0.8178 -2.5751 0.3638 2.2935 1.5491 2.6262 0.6313 6.9138 1.1957 6.3472 1.0761 1.7232 0.7874 3.1131 1.2729 5.2814 1.4835 0.2921 -0.9062 1.8856 0.3891 4.2786 0.5225 4.8088 0.0982 5.2756 0.9092 4.0558 0.8149 6.2100 1.0418 3.5184 0.6072 2.7199 0.0884 1.5295 0.2778 4.1613 1.4658 4.5683 0.7393 5.7427 -0.9791 2.4473 0.8668 -4.4621 0.1677 -3.8267 -0.6427 0.3569 1.2086 6.0196 0.0893 2.4140 0.1161 2.9240 0.9879 0.3178 -1.2696 -0.9647 0.5843 -7.0295 -1.3784 3.4470 -1.3959 2.2072 1.1482 4.0876 -0.4716 6.8725 -1.4236 -3.9949 -0.5492 -7.2285 1.4066

4.9041 -0.0805 -2.3925 0.4102 0.8201 -0.4685 5.2928 1.1182 -3.5899 -0.0472 -2.7878 1.4377 -4.1170 0.8394 1.3049 0.8092 -2.7043 -0.9995 2.8233 0.0450 -2.9724 0.0576 -2.4460 1.3778 1.0795 0.2755 5.6995 1.2017 7.0412 0.2382 4.8605 1.7521 3.6464 1.7494 7.8132 0.4819 4.9436 0.3870 4.2984 0.8488 0.2240 1.5353 6.2685 0.4474 0.4144 0.2901 0.5903 1.2255 2.8851 1.1178 6.6542 0.3937 4.4490 1.4139 0.6035 0.3229 5.9278 1.1774 2.4784 0.9697 5.4875 1.0070 2.8919 1.5240 0.9505 1.0319 5.1026 1.2399 7.5292 0.0357 1.9374 -0.8813 -1.8968 0.3210 2.2876 -0.5474 2.1619 -0.8041 -1.0471 1.0643 5.7685 1.0344 6.3790 0.5300 3.1918 1.0156 0.4571 -1.0033 -2.8716 0.5246 -3.3159 -0.3590 -5.6931 -0.4847 -0.2241 0.5548 -1.8657 -0.9034 0.0702 0.9108 -1.6612 0.0036 -6.4875 1.3263 4.1571 1.1220 0.2071 1.3200 1.7861 0.9218 7.5503 0.9892 5.4198 0.4650 5.3757 0.6948 5.6559 0.0329 2.1846 0.8819 4.1745 1.7040 5.6482 1.4807 4.3601 1.2251 2.3935 0.2320 2.8031 0.9039 2.3108 0.3745 3.0798 0.6692 2.0310 1.5873 2.0084 0.2724 2.7729 1.1845 3.0137 1.3914 5.3480 0.6499 2.1079 0.1951 5.0755 0.0045 3.9159 0.1178 0.7412 -1.1927 -3.6284 1.1543 6.1707 0.4072 6.3071 0.9489 0.4146 1.2943 -1.9201 -0.8324 0.3911 1.4579 -7.1429 0.7369 -2.7533 0.6374 6.2008 1.6171 7.6489 0.6961 7.0703 -0.7518 7.8376 0.2367 4.9992 -1.1568 -0.9497 1.1883 -3.7966 -0.7275 -0.9647 0.2156 0.8452 1.5197 1.2331 0.8459 4.8462 1.3629 1.2966 -1.4400

-1.1702 -0.4700 -3.7425 -0.8260 -0.4637 -1.3270 7.4385 0.2654 0.5087 0.1984 4.6120 1.0033 5.3766 0.2773 5.3357 -1.2415 3.6078 -0.8951 -5.0530 -0.4559 -0.3217 0.1359 -7.0674 0.8137 4.1163 1.3180 0.5084 1.0414 8.8434 1.0286 5.2498 0.2206 4.8000 0.5162 1.2154 0.3632 7.2685 1.4497 0.1467 -0.5814 -4.9519 -1.2907 -2.3801 0.6366 2.1456 -1.5472 6.3438

1.4806 -2.9650 1.4244 -5.8400 0.4219 -3.3822 -0.6943 1.8130 0.2227 0.0009 1.4253 5.9919 0.3562 2.0948 1.0719 6.0437 -0.7421 -4.5799 0.3992 4.5269 -0.5981 -1.7836 1.2590 -3.8468 0.4267 0.2361 1.3615 -2.5389 0.5092 -7.1383 -1.4659 -5.6394 1.0976 8.0915 0.3382 -6.8467 -0.3857 -7.2001 -0.2029 4.7706 0.5354 4.6219 0.6627 2.7982 0.5871 5.4603 0.2510 2.5533 -0.4334 1.8910 0.9870 1.7180 -0.1080 -6.9639 -0.0767 1.0522 1.1464 -2.2182 -1.0665 -1.1228 1.1715 7.3088 0.2104 2.3758 1.4567 0.8669 0.2687 -1.3941 0.7568 -6.4868 1.1931 -1.3749 0.9530 4.9019 0.2937 0.3612 1.0058 -3.1040 0.4982 7.1991 0.9016 -2.2224 1.2785 3.7277 1.4072 -2.9397 -1.3847 6.3307 1.1690 -2.3512 0.6274 -0.4485 1.2468 0.3440 -0.2657 -6.3573 0.7635 -1.2061 1.1964 0.6282 0.1601 -4.8987 -1.2046 0.5125 1.0938 5.9447 0.0077 4.3608 0.2188 0.8836 0.6821 0.7023 0.7110 2.7369 1.3046 3.2446 0.6275 2.6444 1.3097 5.0544 0.8600 6.0341 1.6814 4.2958 0.8833 3.3777 1.5718 0.9436 0.0940 1.2143 0.8394 5.6558 1.2308 6.0320 0.1289 0.0523 1.3031 1.9839 1.3139 1.9521 1.3715 6.3058 0.6494 2.9721 1.0242 -2.2563 1.1438 -0.6880 1.0734 -2.3601 2.5516 -1.4446 0.8228 1.0188

1.1257 2.1982 0.3923 0.5654 1.9202 0.9425 1.3941 1.5643 1.3391 1.2202 2.1528 2.5482 -2.2458 2.3486

1.1110 -0.9346 0.2632 -1.0190 2.9095 2.0283 1.7115 0.8373 2.1388 0.8648 2.8947 0.6334 -2.2484 1.3873

-0.7923 -1.5803 0.7535 0.0157 1.9590 2.5833 1.7246 0.3236 1.9054 2.5785 1.5532 0.1233 -1.8627 -2.6549

2.3579 0.6809 1.9692 1.3723 2.3547 2.4369 1.6746 0.4653 0.9389 0.2855 2.2051 1.5159 -1.0129 2.2516];

net.trainParam.show = 10;

title(‘Perbandingan antara Target (o) dengan Hasil Prediksi (*)’);

xlabel(‘Target pola ke – ‘);

ylabel(‘Hasil prediksi’);

%text(u + 0.2*ones(1,length(u),1),T,int2str(u’));

Tes =[ 0.8325 0.7400 0.7400 0.7200 0.7400 0.7600 0.7400 0.7800 0.7955 0.7955;

0.3250 0.3250 0.3375 0.3375 0.4125 0.4625 0.5250 0.6625

0.3125 0.3125 0.3375 0.3250 0.4000 0.4375 0.5000 0.6500

0.3125 0.3250 0.3250 0.3375 0.4125 0.4500 0.5125 0.6375

0.3375 0.3250 0.3375 0.3375 0.4000 0.4500 0.5375 0.6750

0.3375 0.3375 0.3250 0.3625 0.4125 0.5375 0.5375 0.6750

0.3375 0.3375 0.3625 0.3750 0.4375 0.5625 0.5000 0.6625

0.3625 0.3250 0.3375 0.4000 0.4375 0.5375 0.5500 0.6750

Tr =[ 0.9 0.9 0.9 0.9 0.9 0.9 0.5 0.5 0.1 0.1 ];

O = sim(net,Tes)

TH=[(1:size(Tes,2))’ Tr’ O’ Tr’ – O’];

129print (‘%2d %9.4f %9.4f %9.4f\n’,TH’)

m=[1:size(Tes,2)];

figure(2) subplot(111);

plot(m,Tr,’bo’,m,O,’r*’);

title(‘Perbandingan antara Target (o) dengan Hasil Prediksi (*)’);

xlabel(‘Target pola ke – ‘);

ylabel(‘Hasil prediksi’);

%text(m + 0.2*ones(1,length(m),1),Tr,int2str(m’));

Lampiran 3

Pengujian-Pengujian Mencari Struktur JST Yang Optimal

Gambar 5.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 4 Node

Gambar 6.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 6 Node

Gambar 7.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 8 Node

Gambar 8.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 10 Node

Gambar 9.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 12 Node

Gambar 10. MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 14 Node

Gambar 11.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 16 Node

Gambar 12.

MSE Pelatihan Time Delay 2 Hari Dengan 1 Hidden Layer 18 Node

Gambar 13.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 4 Node

Gambar 14.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 6 Neuro

Gambar 15.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 8 Node

Gambar 16.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 10 Node

Gambar 17.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 12 Node

Gambar 18.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 14 Node

Gambar 19.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 16 Node

Gambar 20.

MSE Pelatihan Time Delay 3 Hari Dengan 1 Hidden Layer 18 Node

Gambar 21.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 4 Node

Gambar 22.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 6 Node

Gambar 23.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 8 Node

Gambar 24.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 10 Node

Gambar 25.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 12 Node

Gambar 26.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 14 Node

Gambar 27.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 16 Node

Gambar 28.

MSE Pelatihan Time Delay 4 Hari Dengan 1 Hidden Layer 18 Node

Gambar 29.

MSE Pelatihan Time Delay 5 Hari 1 Hidden Layer 4 Node

Gambar 30.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 6 Node

Gambar 31.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 8 Node

Gambar 32.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 10 Node

Gambar 33.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 12 Node

Gambar 34.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 14 Node

Gambar 35.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 16 Node

Gambar 36.

MSE Pelatihan Time Delay 5 Hari Dengan 1 Hidden Layer 18 Node

Gambar 37.

MSE Pelatihan Time Delay 4 Hari Dengan 2 Hidden Layer 2 Node

Gambar 38.

MSE Pelatihan Time Delay 4 Hari Dengan 2 Hidden Layer 4 Node

Gambar 39.

MSE Pelatihan Time Delay 4 Hari Dengan 2 Hidden Layer 6 Node

Gambar 40

.

MSE Pelatihan Time Delay 4 Hari Dengan 2 Hidden Layer 8 Node

Gambar 41.

MSE Pelatihan Time Delay 4 Hari Dengan 3 Hidden Layer 2 Node

Gambar 42.

MSE Hasil Pelatihan Time Delay 4 Hari 3 Hidden Layer 4 Node

Gambar 43.

MSE Pelatihan Time Delay 4 Hari Dengan 4 Hidden Layer 2 Node

Gambar 44.

MSE Pelatihan Menggunakan Learning Rate 0,1 Momentum 0,8

Gambar 45.

MSE Pelatihan Menggunakan Learning Rate 0,2 Momentum 0,8

Gambar 46.

MSE Pelatihan Menggunakan Learning Rate 0,3 Momentum 0,8

Gambar 47.

MSE Pelatihan Menggunakan Learning Rate 0,4 Momentum 0,8

Gambar 48.

MSE Pelatihan Menggunakan Learning Rate 0,5 Momentum 0,8

Gambar 49.

MSE Pelatihan Menggunakan Learning Rate 0,6 Momentum 0,8

Gambar 50.

MSE pelatihan menggunakan learning rate 0,7 momentum 0,8

Gambar 51.

MSE pelatihan menggunakan learning rate 0,8 momentum 0,8

Gambar 52.

MSE pelatihan menggunakan learning rate 0,9 momentum 0,8

Gambar 53.

MSE pelatihan menggunakan learning rate 0,9 momentum 0,1

Gambar 54.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,2

Gambar 55.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,3

Gambar 56.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,4

Gambar 57.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,5

Gambar 58.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,6

Gambar 59.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,7

Gambar 60.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,8

Gambar 61.

MSE Pelatihan Menggunakan Learning Rate 0,9 Momentum 0,9

Hari 1 Hari 2 Hari 3 Hari 4 Hari 5 Hari 6 Hari 7 Hari 8 Hari 9 Hari 10

Hari 11 Hari 12 Hari 13 Hari 14 Hari 15 Hari 16 Hari 17 Hari 18 Hari 19 Hari 20

Hari 21 Hari 22 Hari 23 Hari 24 Hari 25 Hari 26 Hari 27 Hari 28 Hari 29 Hari 30

Hari 31 Hari 32 Hari 33 Hari 34 Hari 35 Hari 36 Hari 37 Hari 38 Hari 39 Hari 40

Hari 41 Hari 42 Hari 43 Hari 44 Hari 45 Hari 46 Hari 47 Hari 48 Hari 49 Hari 50

Hari 51 Hari 52 Hari 53 Hari 54 Hari 55 Hari 56 Hari 57 Hari 58 Hari 59 Hari 60

Hari 61 Hari 62 Hari 63