Analisis dan Perancangan Aplikasi Penerimaan Siswa Baru Menggunakan Metode SAW dan Metode Promethee (Studi kasus : SMAN I Tebing Tinggi)

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LISTING PROGRAM

1. Menu Utama

<?php ob_start(); session_start(); include "koneksi.php";

if($_SESSION['id_admin'] or $_SESSION['id_walikelas']){

?>

<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">

headerclass: "submenuheader", //Shared CSS class name of headers group contentclass: "submenu", //Shared CSS class name of contents group revealtype: "click", //Reveal content when user clicks or onmouseover the header? Valid value: "click", "clickgo", or "mouseover"

mouseoverdelay: 200, //if revealtype="mouseover", set delay in milliseconds before header expands onMouseover

collapseprev: true, //Collapse previous content (so only one open at any time)? true/false

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onemustopen: false, //Specify whether at least one header should be open always (so never all headers closed)

animatedefault: false, //Should contents open by default be animated into view?

persiststate: true, //persist state of opened contents within browser session? toggleclass: ["", ""], //Two CSS classes to be applied to the header when it's collapsed and expanded, respectively ["class1", "class2"]

togglehtml: ["suffix", "<img src='images/plus.gif' class='statusicon' />", "<img src='images/minus.gif' class='statusicon' />"], //Additional HTML added to the header when it's collapsed and expanded, respectively ["position", "html1", "html2"] (see docs)

animatespeed: "fast", //speed of animation: integer in milliseconds (ie: 200), or keywords "fast", "normal", or "slow"

oninit:function(headers, expandedindices){ //custom code to run when headers have initalized

//do nothing },

onopenclose:function(header, index, state, isuseractivated){ //custom code to run whenever a header is opened or closed

//do nothing }

})

</script>

$(document).ready(function() { $('.ask').jConfirmAction(); });

</script>

</head> <body>

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Selamat Datang , <?php echo $_SESSION['username'];?> | <a href="logout.php" class="logout">Keluar</a>

<?php } else if ($_SESSION['id_walikelas']){?>

Selamat Datang , <?php echo $_SESSION['nama_guru'];?> | <a href="logout2.php" class="logout">Keluar</a>

<?php } ?> </div>

<ul>

<?php

if($_SESSION['level'] == "Admin"){ ?>

<li><a class="current" href="index.php">Admin </a>

<ul>

<li><a href="index.php?page=tambah_admin" title="Tambah Admin">Tambah Admin</a></li>

<li><a href="index.php?page=admin" title="">Admin</a></li>

</ul>

</li>

<li><a class="current" href="index.php">Calon Siswa</a>

<li><a href="index.php?page=tambah_calon_siswa" title="Tambah Admin">Tambah Calon siswa</a></li>

<li><a href="index.php?page=calon_siswa" title="">Data Calon Siswa</a></li>

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</ul>

<li><a class="current" href="index.php">Kriteria</a>

<li><a href="index.php?page=tambah_kriteria" title="Tambah Admin">Tambah Kriteria</a></li>

<li><a href="index.php?page=kriteria" title="">Data Kriteria</a></li>

</ul>

<?php } else if($_SESSION['level'] == "Pimpinan"){?> <li><a class="current" href="index.php">Metode</a>  <ul>

<li><a href="index.php?page=metode_promete" title="">Promethee</a></li>

</ul>

<?php } ?>

</ul>

</div>

<?php

if(isset($_GET['page'])){

$page=htmlentities($_GET['page']); }else{

$page="artikel"; }

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$file="$page.php"; $cek=strlen($page);

if($cek>30 || !file_exists($file) || empty($page)){ include ("home.php");

}else{

include ($file); }

?>

</div>

</div>

<div class="left_footer">ADMIN PANEL | Powered by FIRDHA </div>

</div>

</div> </body> </html>

<?php } else {

header('location:login.php'); }

?>

2. Perhitungan SAW

<?php

$time = microtime(); $time = explode(' ', $time); $time = $time[1] + $time[0]; $start = $time;

sleep(1.0);

include 'koneksi.php';

$delete_matrix = mysql_query("DELETE FROM matrix_data"); $delete_hasil = mysql_query("DELETE FROM hasil_saw");

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$time = explode(' ', $time); $time = $time[1] + $time[0]; $start = $time;

sleep(1.0);

$bobot1 = array();

$sql_bobot = mysql_query("SELECT a.*,b.* FROM kriteria a, kriteria_saw b where a.id_kriteria=b.id_kriteria ORDER BY a.id_kriteria ASC");

$i=1;

while($array_boobot = mysql_fetch_array($sql_bobot)){

$bobot1 = array($i=>$array_boobot['bobot']);

$bobot_1 .= $bobot1[1]; $bobot_2 .= $bobot1[2]; $bobot_3 .= $bobot1[3]; $bobot_4 .= $bobot1[4]; $bobot_5 .= $bobot1[5];

$kategori1 = array($i=>$array_boobot['kategori']);

$kategori_1 .= $kategori1[1]; $kategori_2 .= $kategori1[2]; $kategori_3 .= $kategori1[3]; $kategori_4 .= $kategori1[4]; $kategori_5 .= $kategori1[5];

$i++; }

$sql_calon_siswa = mysql_query("SELECT * FROM nilai ORDER BY id_calon_siswa ASC") or die (mysql_error());

while($array_calon_siswa = mysql_fetch_array($sql_calon_siswa)){

if($array_calon_siswa['tes_akademik'] >= 4.5){ $nilai1 = 5;

}

else if($array_calon_siswa['tes_akademik'] >= 3.5){ $nilai1 = 4;

}

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$nilai1 = 2; }

else if($array_calon_siswa['tes_akademik'] <= 1.4){ $nilai1 = 1;

}

if($array_calon_siswa['bahasa_inggris'] >= 2){ $nilai2 = 5;

}

else if($array_calon_siswa['bahasa_inggris'] >= 1.5){ $nilai2 = 4;

}

else if($array_calon_siswa['bahasa_inggris'] >= 1){ $nilai2 = 3;

}

else if($array_calon_siswa['bahasa_inggris'] <= 0.4){ $nilai2 = 1;

}

if($array_calon_siswa['psikotes'] >= 1.5){ $nilai3 = 4;

}

else if($array_calon_siswa['psikotes'] >= 1.0){ $nilai3 = 3;

}

else if($array_calon_siswa['psikotes'] <= 0.4){ $nilai3 = 1;

}

if($array_calon_siswa['komputer'] >= 1){ $nilai4 = 5;

}

else if($array_calon_siswa['komputer'] >= 0.75){ $nilai4 = 4;

}

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}

else if($array_calon_siswa['komputer'] <= 0.24){ $nilai4 = 1;

}

if($array_calon_siswa['sertifikat_piagam'] >= 0.08){ $nilai5 = 5;

}

else if($array_calon_siswa['sertifikat_piagam'] >= 0.06){ $nilai5 = 4;

}

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}

else if($array_calon_siswa['sertifikat_piagam'] == 0){ $nilai5 = 1;

}

$id_calon_siswa = $array_calon_siswa['id_calon_siswa'];

$sql_cek_calon_siswa = mysql_query("SELECT * FROM matrix_data WHERE id_calon_siswa='$id_calon_siswa'") or die (mysql_error());

if(mysql_num_rows($sql_cek_calon_siswa)){ echo '';

} else {

$insert_matrik = mysql_query("INSERT INTO matrix_data VALUES ('','$id_calon_siswa', '$nilai1', '$nilai2',

'$nilai3','$nilai4','$nilai5')") or die (mysql_error());

}

} ?>

<?php $h = 1;

$sql_calon_siswa = mysql_query("select * from nilai order by id_calon_siswa asc");

while($array_calon_siswa = mysql_fetch_array($sql_calon_siswa)){

?> <?php $h++;

} ?>

<?php $h = 1;

$sql_matrix = mysql_query("select * from matrix_data order by id_calon_siswa asc");

while($array_matrix = mysql_fetch_array($sql_matrix)){

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<?php $h++;

} ?> <?php

if($kategori_1 == "Cost"){

$crMin1 = mysql_query("SELECT min(matrix_akademik) as minK1 FROM matrix_data");

$arrayMin1 = mysql_fetch_array($crMin1); $nilaik1 = $arrayMin1['minK1'];

} else if($kategori_1 == "Benefit"){

$crMax1 = mysql_query("SELECT max(matrix_akademik) as maxK1 FROM matrix_data") or die(mysql_error());

$arrayMax1 = mysql_fetch_array($crMax1); $nilaik1 = $arrayMax1['maxK1'];

}

$crMin2 = mysql_query("SELECT min(matrix_inggris) as minK2 FROM matrix_data");

$crMax2 = mysql_query("SELECT max(matrix_inggris) as maxK2 FROM matrix_data");

}

$crMin3 = mysql_query("SELECT min(matrix_psikotes) as minK3 FROM matrix_data");

$crMax3 = mysql_query("SELECT max(matrix_psikotes) as maxK3 FROM matrix_data");

}

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$crMax4 = mysql_query("SELECT max(matrix_komputer) as maxK4 FROM matrix_data");

}

$crMin5 = mysql_query("SELECT min(matrix_piagam) as minK5 FROM matrix_data");

$crMax5 = mysql_query("SELECT max(matrix_piagam) as maxK5 FROM matrix_data");

}

$sql2 = mysql_query("SELECT * FROM matrix_data order by id_calon_siswa ASC");

?>

<?php

$no = 1;

while ($dt2 = mysql_fetch_array($sql2)) { if($kategori_1 == "Cost"){

$crMin1 = mysql_query("SELECT min(matrix_akademik) as minK1 FROM matrix_data");

$hasil_normal1 = $nilaik1/$dt2['matrix_akademik']; } else if($kategori_1 == "Benefit"){

$crMax1 = mysql_query("SELECT max(matrix_akademik) as maxK1 FROM matrix_data");

$hasil_normal1 = $dt2['matrix_akademik']/$nilaik1;

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$crMin2 = mysql_query("SELECT min(matrix_inggris) as minK2 FROM matrix_data");

$hasil_normal2 = $nilaik2/$dt2['matrix_inggris']; } else if($kategori_2 == "Benefit"){

$crMax2 = mysql_query("SELECT max(matrix_inggris) as maxK2 FROM matrix_data");

$hasil_normal2 = $dt2['matrix_inggris']/$nilaik2; }

$crMin3 = mysql_query("SELECT min(matrix_psikotes) as minK3 FROM matrix_data");

$hasil_normal3 = $nilaik3/$dt2['matrix_psikotes']; } else if($kategori_3 == "Benefit"){

$crMax3 = mysql_query("SELECT max(matrix_psikotes) as maxK3 FROM matrix_data");

$hasil_normal3 = $dt2['matrix_psikotes']/$nilaik3; }

$crMin4 = mysql_query("SELECT min(matrix_komputer) as minK4 FROM matrix_data");

$hasil_normal4 = $nilaik4/$dt2['matrix_komputer']; } else if($kategori_4 == "Benefit"){

$crMax4 = mysql_query("SELECT max(matrix_komputer) as maxK4 FROM matrix_data");

$hasil_normal4 = $dt2['matrix_komputer']/$nilaik4; }

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$hasil_normal5 = $nilaik5/$dt2['matrix_piagam']; } else if($kategori_5 == "Benefit"){

$crMax5 = mysql_query("SELECT max(matrix_piagam) as maxK5 FROM matrix_data");

$hasil_normal5 = $dt2['matrix_piagam']/$nilaik5; }

$no++;

$hasil =

($hasil_normal1*$bobot_1)+($hasil_normal2*$bobot_2)+($hasil_normal3*$bo bot_3)

+($hasil_normal4*$bobot_4)+($hasil_normal5*$bobot_5);

$sql_cek_hasil = mysql_query("SELECT * FROM hasil_saw WHERE id_calon_siswa='$dt2[id_calon_siswa]'");

if(mysql_num_rows($sql_cek_hasil)){ echo '';

} else {

$insert_hasil = mysql_query("INSERT INTO hasil_saw VALUES ('','$dt2[id_calon_siswa]', '$hasil')");

}

} ?>

<h2>Hasil Seleksi Dengan Metode SAW</h2>

<thead>

<tr>

<th scope="col"

class="rounded-company">Peringkat</th>

<th scope="col" class="rounded">Nomor Peserta</th>

<th scope="col" class="rounded">Nama Calon Siswa</th>

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Akademik</th>

<th scope="col" class="rounded">Bahasa Inggris</th>

<th scope="col" class="rounded">Psikotes</th>

<th scope="col"

class="rounded">Komputer</th>

<th scope="col" class="rounded">Sertifikat Piagam</th>

<th scope="col" class="rounded">Nilai SAW</th>

</tr>

</thead>

<?php

$j=1;

$sql_calon_siswa_hasil = mysql_query("select a.*,b.*,c.* from calon_siswa a, nilai c, hasil_saw b

WHERE a.id_calon_siswa=b.id_calon_siswa and

a.id_calon_siswa=c.id_calon_siswa order by b.hasil_saw desc");

while($array_calon_siswa_hasil = mysql_fetch_array($sql_calon_siswa_hasil)){

?>

<tbody>

<tr>

<td><?php echo

$array_calon_siswa_hasil['no_peserta'];?></td>

<td><?php echo

$array_calon_siswa_hasil['nama_peserta'];?></td>

<td><?php echo

$array_calon_siswa_hasil['tes_akademik'];?></td>

<td><?php echo

$array_calon_siswa_hasil['bahasa_inggris'];?></td>

<td><?php echo

$array_calon_siswa_hasil['psikotes'];?></td>

<td><?php echo $array_calon_siswa_hasil['komputer'];?></td> <td><?php echo

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</tr>

</tbody>

<?php $j++;

}

?>

</table>

<?php

$time = microtime(); $time = explode(' ', $time); $time = $time[1] + $time[0]; $finish = $time;

$total_time = round(($finish - $start), 4);

?>

Lama Waktu Eksekusi Program adalah : <?php echo $total_time;

?> Detik

<a href="cetak_saw.php" target="_blank" class="bt_green"><span class="bt_green_lft"></span><strong>Cetak Laporan</strong><span class="bt_green_r"></span></a>

3. Perhitungan PROMETHEE

<?php

$time = microtime(); $time = explode(' ', $time); $time = $time[1] + $time[0]; $start = $time;

sleep(1.0);

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$sql_num_siswa = mysql_query("SELECT * FROM calon_siswa"); $num_siswa = mysql_num_rows($sql_num_siswa);

$jum_siswa = $num_siswa - 1;

$delete2 = mysql_query("DELETE FROM hasil_promete");

$sql_calon_siswa = mysql_query("SELECT * FROM nilai order by id_calon_siswa ASC");

while($array_calon_siswa=mysql_fetch_array($sql_calon_siswa)){ $id_calon_siswa=$array_calon_siswa['id_calon_siswa'];

if($array_calon_siswa['tes_akademik'] >= 4.5){ $nilai1 = 5;

}

else if($array_calon_siswa['tes_akademik'] <= 1.4){ $nilai1 = 1;

}

if($array_calon_siswa['bahasa_inggris'] >= 2){ $nilai2 = 5;

}

else if($array_calon_siswa['bahasa_inggris'] >= 1){ $nilai2 = 3;

}

else if($array_calon_siswa['bahasa_inggris'] <= 0.4){ $nilai2 = 1;

}

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$nilai3 = 4; }

}

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$nilai4 = 4; }

}

if($array_calon_siswa['sertifikat_piagam'] >= 0.08){ $nilai5 = 5;

}

else if($array_calon_siswa['sertifikat_piagam'] == 0){ $nilai5 = 1;

}

$id_calon_siswa = $array_calon_siswa['id_calon_siswa'];

$sql_cek_calon_siswa = mysql_query("SELECT * FROM matrix_data WHERE id_calon_siswa='$id_calon_siswa'") or die (mysql_error());

if(mysql_num_rows($sql_cek_calon_siswa)){ echo '';

} else {

$insert_matrik = mysql_query("INSERT INTO matrix_data VALUES ('','$id_calon_siswa', '$nilai1', '$nilai2',

'$nilai3','$nilai4','$nilai5')") or die (mysql_error());

}

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<?php

$leaving_flow = 0; $entering_flow = 0;

$sql_calon_siswa2 = mysql_query("SELECT * FROM nilai WHERE id_calon_siswa!='$id_calon_siswa'");

while($array_calon_siswa2=mysql_fetch_array($sql_calon_siswa2)){ $sql_total = mysql_query("SELECT * FROM matrix_data WHERE

id_calon_siswa='$array_calon_siswa2[id_calon_siswa]' order by id_matrix_data desc");

$array_total = mysql_fetch_array($sql_total);

$selisih_akademik = $nilai1 - $array_total['matrix_akademik']; $selisih_akademik2 = $selisih_akademik * -1;

$selisih_inggris = $nilai2 - $array_total['matrix_inggris']; $selisih_inggris2 = $selisih_inggris * -1;

$selisih_psikotes = $nilai3 - $array_total['matrix_psikotes']; $selisih_psikotes2 = $selisih_psikotes * -1;

$selisih_komputer = $nilai4 - $array_total['matrix_komputer']; $selisih_komputer2 = $selisih_komputer * -1;

$selisih_piagam= $nilai5 - $array_total['matrix_piagam']; $selisih_piagam2 = $selisih_piagam * -1;

$sql_kriteria_akademik = mysql_query("SELECT a.*,b.* FROM kriteria a, kriteria_promete b where a.id_kriteria=b.id_kriteria and a.id_kriteria=2"); $array_kriteria_akademik = mysql_fetch_array($sql_kriteria_akademik); $nilai_p_akademik= $array_kriteria_akademik['nilai_p'];

$nilai_q_akademik= $array_kriteria_akademik['nilai_q']; if($selisih_akademik> $nilai_q_akademik){

$quasi_akademik1 = 1; } else {

$quasi_akademik1 = 0; }

if($selisih_akademik2 > $nilai_q_akademik){ $quasi_akademik2 = 1;

} else{

$quasi_akademik2 = 0; }

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$array_kriteria_inggris= mysql_fetch_array($sql_kriteria_inggris); $nilai_p_inggris= $array_kriteria_inggris['nilai_p'];

$nilai_q_inggris= $array_kriteria_inggris['nilai_q']; if($selisih_inggris> $nilai_q_inggris){

$quasi_inggris1 = 1; } else {

$quasi_inggris1 = 0; }

if($selisih_inggris2 > $nilai_q_inggris){ $quasi_inggris2 = 1;

} else{

$quasi_inggris2 = 0; }

$sql_kriteria_psikotes = mysql_query("SELECT a.*,b.* FROM kriteria a, kriteria_promete b where a.id_kriteria=b.id_kriteria and a.id_kriteria='4'"); $array_kriteria_psikotes = mysql_fetch_array($sql_kriteria_psikotes); $nilai_p_psikotes = $array_kriteria_psikotes['nilai_p'];

$nilai_q_psikotes = $array_kriteria_psikotes['nilai_q'];

if($selisih_psikotes > $nilai_p_psikotes){ $linear_psikotes1 = 1;

}

else if($selisih_psikotes < $nilai_p_psikotes and $selisih_psikotes >= $nilai_q_psikotes){

$linear_psikotes1 = $selisih_psikotes / $nilai_p_psikotes; }

else{

$linear_psikotes1 = 0;

}

if($selisih_psikotes2 > $nilai_p_psikotes){ $linear_psikotes2 = 1;

}

else if($selisih_psikotes2 < $nilai_p_psikotes and $selisih_psikotes2 >= $nilai_q_psikotes){

$linear_psikotes2 = $selisih_psikotes2 / $nilai_p_psikotes; }

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$linear_psikotes2 = 0; }

$sql_kriteria_komputer = mysql_query("SELECT a.*,b.* FROM kriteria a, kriteria_promete b where a.id_kriteria=b.id_kriteria and a.id_kriteria='5'"); $array_kriteria_komputer = mysql_fetch_array($sql_kriteria_komputer); $nilai_p_komputer = $array_kriteria_komputer['nilai_p'];

$nilai_q_komputer = $array_kriteria_komputer['nilai_q'];

if($selisih_komputer > $nilai_p_komputer){ $linear_komputer1 = 1;

}

else if($selisih_komputer < $nilai_p_komputer and $selisih_komputer >= $nilai_q_komputer){

$linear_komputer1 = $selisih_komputer / $nilai_p_komputer; }

else{

$linear_komputer1 = 0; }

if($selisih_komputer2 > $nilai_p_komputer){ $linear_komputer2 = 1;

}

else if($selisih_komputer2 < $nilai_p_komputer and $selisih_komputer2 >= $nilai_q_komputer){

$linear_komputer2 = $selisih_komputer2 / $nilai_p_komputer; }

else{

$linear_komputer2 = 0; }

$sql_kriteria_piagam = mysql_query("SELECT a.*,b.* FROM kriteria a, kriteria_promete b where a.id_kriteria=b.id_kriteria and a.id_kriteria='6'"); $array_kriteria_piagam = mysql_fetch_array($sql_kriteria_piagam); $nilai_p_piagam = $array_kriteria_piagam['nilai_p'];

$nilai_q_piagam = $array_kriteria_piagam['nilai_q'];

if($selisih_piagam > $nilai_q_piagam){ $biasa_piagam1 = 1;

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$biasa_piagam1 = 0; }

if($selisih_piagam2 > $nilai_q_piagam){ $biasa_piagam2 = 1;

} else{

$biasa_piagam2 = 0; }

?>

<?php $hasil_1 =

($quasi_akademik1+$quasi_inggris1+$linear_psikotes1+$linear_komputer1+$biasa_p iagam1) / 3;

$hasil_2 =

($quasi_akademik2+$quasi_inggris2+$linear_psikotes2+$linear_komputer2+$biasa_p iagam2) / 3;

$leaving_flow = $leaving_flow + $hasil_1; $entering_flow = $entering_flow + $hasil_2 ; }

?>

<td><?php

$leaving_flow = $leaving_flow / mysql_num_rows($sql_calon_siswa2);

$entering_flow = $entering_flow / mysql_num_rows($sql_calon_siswa2);

?>

<?php $net_flow = $leaving_flow - $entering_flow;

$sql_cek_net = mysql_query("SELECT * FROM hasil_promete WHERE id_calon_siswa='$id_calon_siswa'");

if(mysql_num_rows($sql_cek_net)){

echo '';

} else {

$insert_net = mysql_query("INSERT INTO hasil_promete VALUES ('','$id_calon_siswa','$leaving_flow','$entering_flow','$net_flow')"); }

}

?>

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<h2>Hasil Seleksi Dengan Metode Promethee</h2>

<tr>

<th scope="col"

class="rounded-company">Peringkat</th>

<th scope="col" class="rounded">Nomor Peserta</th> <th scope="col" class="rounded">Nama Calon

Siswa</th>

<th scope="col" class="rounded">Tes Tulis Akademik</th>

<th scope="col" class="rounded">Bahasa Inggris</th> <th scope="col" class="rounded">Psikotes</th> <th scope="col" class="rounded">Komputer</th> <th scope="col" class="rounded">Sertifikat Piagam</th>

<th scope="col" class="rounded">Leaving Flow</th> <th scope="col" class="rounded">Entering Flow</th>

</tr> </thead>

<?php

$j=1;

$sql_calon_siswa_hasil = mysql_query("select a.*,b.*,c.* from calon_siswa a, nilai c, hasil_promete b

WHERE a.id_calon_siswa=b.id_calon_siswa and a.id_calon_siswa=c.id_calon_siswa order by b.net_flow desc")

or die(mysql_error()) ;

while($array_calon_siswa_hasil = mysql_fetch_array($sql_calon_siswa_hasil)){

?> <tbody>

<tr>

<td><?php echo

$array_calon_siswa_hasil['no_peserta'];?></td>

<td><?php echo

$array_calon_siswa_hasil['nama_peserta'];?></td>

<td><?php echo

$array_calon_siswa_hasil['tes_akademik'];?></td>

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$array_calon_siswa_hasil['bahasa_inggris'];?></td>

<td><?php echo

$array_calon_siswa_hasil['psikotes'];?></td>

<td><?php echo $array_calon_siswa_hasil['komputer'];?></td> <td><?php echo

$array_calon_siswa_hasil['sertifikat_piagam'];?></td> <td><?php echo

$array_calon_siswa_hasil['leaving_flow'];?></td> <td><?php echo

$array_calon_siswa_hasil['entering_flow'];?></td>

</tr> </tbody> <?php

$j++; }

?>

</table>

<?php

$time = microtime(); $time = explode(' ', $time); $time = $time[1] + $time[0]; $finish = $time;

$total_time = round(($finish - $start), 4);

?>

Lama Waktu Eksekusi Program adalah : <?php echo $total_time;

?> Detik

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