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Spectral Forecast equation for matrices.html
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Spectral Forecast equation for matrices.html
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<!-- ############################################################################################################################## -->
<!-- # John Wiley & Sons, Inc. # -->
<!-- # # -->
<!-- # Book: Algorithms in Bioinformatics: Theory and Implementation # -->
<!-- # Author: Dr. Paul A. Gagniuc # -->
<!-- # # -->
<!-- # Institution: # -->
<!-- # University Politehnica of Bucharest # -->
<!-- # Faculty of Engineering in Foreign Languages # -->
<!-- # Department of Engineering in Foreign Languages # -->
<!-- # # -->
<!-- # Area: European Union # -->
<!-- # Date: 04/01/2021 # -->
<!-- # # -->
<!-- # Mode: Native JavaScript # -->
<!-- # # -->
<!-- # Cite this work as: # -->
<!-- # Paul A. Gagniuc. Algorithms in Bioinformatics: Theory and Implementation. John Wiley & Sons, 2021, ISBN: 9781119697961. # -->
<!-- # # -->
<!-- ############################################################################################################################## -->
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<div class="w3-bar w3-black">
<h4 class="w3-left">Powered by the <i>Spectral Forecast</i> equation</h4>
<img 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" class="w3-right w3-image" style='height:50px;'>
</div>
<div class="slidecontainer">
<div class="w3-container w3-cell">
<p>Height:</p>
</div>
<div class="w3-container w3-cell">
<p><input type="range" min="100" max="1000" value="200" class="slider" id="canvas_h"></p>
</div>
<div class="w3-container w3-cell">
<p><div class="slidecontainer" id="info_canvas_h">200 px</div></p>
</div>
<div class="w3-container w3-cell">
<p>Width:</p>
</div>
<div class="w3-container w3-cell">
<p><input type="range" min="100" max="1000" value="200" class="slider" id="canvas_w"></p>
</div>
<div class="w3-container w3-cell">
<p><div class="slidecontainer" id="info_canvas_w">200 px</div></p>
</div>
</div>
<hr>
<div class="slidecontainer">
<div class="w3-container w3-cell" id="divB">
</div>
<div class="w3-container w3-cell" id="divP">
</div>
<div class="w3-container w3-cell" id="divA">
</div>
</div>
<hr>
<div class="slidecontainer">
<div class="w3-container w3-cell">
<p>Distance:</p>
</div>
<div class="w3-container w3-cell">
<p><input type="range" min="0" max="100" value="50" class="slider" id="distance"></p>
</div>
<div class="w3-container w3-cell">
<p><div class="slidecontainer" id="info_distance"><i>d</i>=50</div></p>
</div>
</div>
<div class="slidecontainer">
<div class="w3-container w3-cell">
<p>
<input class="w3-check" type="checkbox" id="erase" checked="checked">
<label>Show values</label>
</p>
</div>
</div>
<div class="slidecontainer">
<div class="w3-container w3-cell">
<p>
<input class="w3-check" type="checkbox" id="swap" checked="checked">
<label id="info_swap">Swap maximum values</label>
</p>
</div>
</div>
<div class="slidecontainer" id="eq">
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">';
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">';
if(document.getElementById("swap").checked){
document.getElementById("info_swap").innerHTML = 'Swap maximum values (B,A)';
document.getElementById("eq").innerHTML = i1;
} else {
document.getElementById("info_swap").innerHTML = 'Swap maximum values (A,B)';
document.getElementById("eq").innerHTML = i2;
}
//this.value + " px";
var tmp = 0;
tmp = maxB;
maxB = maxA;
maxA = tmp;
tmp = minB;
minB = minA;
minA = tmp;
spectral(d,sX,sY);
}
//check
document.getElementById("erase").oninput = function() {
spectral(d,sX,sY);
}
//Canvas Height
document.getElementById("canvas_h").oninput = function() {
document.getElementById("info_canvas_h").innerHTML = this.value + " px";
sY = this.value;
spectral(d,sX,sY);
}
//Canvas Width
document.getElementById("canvas_w").oninput = function() {
document.getElementById("info_canvas_w").innerHTML = this.value + " px";
sX = this.value;
spectral(d,sX,sY);
}
//Canvas Height
document.getElementById("distance").oninput = function() {
document.getElementById("info_distance").innerHTML = '<i>d</i>=' + this.value;
d = this.value;
spectral(d,sX,sY);
}
//Spectral forecast for matrices
var tA ='|10\t33\t49' +
'|10\t12\t31' +
'|36\t43\t78';
var tB ='|20\t75\t70' +
'|48\t84\t61' +
'|54\t62\t9';
var tmp;
tmp = load(tA);
var A = tmp[0];
var maxB = tmp[1];
var minB = tmp[2];
tmp = load(tB);
var B = tmp[0];
var maxA = tmp[1];
var minA = tmp[2];
var sX = 200;
var sY = 200;
var d = 50;
var maxD = Math.max(maxA, maxB)
document.getElementById("distance").max = maxD;
spectral(d,sX,sY);
function spectral(d, sX, sY){
var minM = 0;
var maxM = 0;
var M = [];
for(var i=0; i<A.length; i++) {
M[i]=[];
for(var j=0; j<A[i].length; j++){
M[i][j]=((d/maxA)*A[i][j])+(((maxD-d)/maxB)*B[i][j]);
M[i][j]=M[i][j].toFixed(2)
if(M[i][j] > maxM){maxM = M[i][j];}
if(M[i][j] < minM){minM = M[i][j];}
}
}
document.getElementById("divA").innerHTML = 'Matrix A:<br>'+SMC(A, maxA, minA, sX, sY)+'<br>Max(A):'+maxA;
document.getElementById("divP").innerHTML = 'Matrix M:<br>'+SMC(M, maxM, minM, sX, sY);
document.getElementById("divB").innerHTML = 'Matrix B:<br>'+SMC(B, maxB, minB, sX, sY)+'<br>Max(B):'+maxB;
}
//LOAD MATRICES FROM STRINGS
function load(t){
var n = [];
var m = [];
var P = [];
m = t.split('|');
var max = 0;
var min = 0;
for(var i=1; i<m.length; i++) {
P[i-1]=[];
n = m[i].split('\t');
for(var j=0; j<n.length; j++){
P[i-1][j]=Number(n[j]);
if(max<P[i-1][j]){max=P[i-1][j];}
if(min>P[i-1][j]){min=P[i-1][j];}
}
}
return [P, max, min];
}
// SHOW MATRIX CONTENT
function SMC(v, MMax, MMin, sX, sY) {
var f = '';
var result = "<table style='table-layout:fixed;width: "+sX+"px;height: "+sY+"px; text-align:center;vertical-align:middle;border-collapse: collapse;'>";
for(var i=0; i<v.length; i++) {
result += "<tr>";
for(var j=0; j<v[i].length; j++){
var color = getColor(v[i][j], MMin, MMax);
if(document.getElementById("erase").checked) {f=v[i][j];}
result += "<td style='color: #fff; background-color: rgb(" + color.r + "," + color.g + "," + color.b + ");'>"+f+"</td>";
}
result += "</tr>";
}
result += "</table>";
return result;
}
function getColor(v, min, max) {
function getC(f, l, r) {
return {
r: Math.floor((1 - f) * l.r + f * r.r),
g: Math.floor((1 - f) * l.g + f * r.g),
b: Math.floor((1 - f) * l.b + f * r.b),
};
}
var left = { r: 255, g: 0, b: 0 },
middle = { r: 255, g: 255, b: 0 },
right = { r: 0, g: 0, b: 255 },
mid = (max - min) / 2;
return v < min + mid ?
getC((v - min) / mid, left, middle) :
getC((v - min - mid) / mid, middle, right);
}
</script>
<hr>
Paul A. Gagniuc. <i>Algorithms in Bioinformatics: Theory and Implementation</i>. John Wiley & Sons, USA, 2021, ISBN: 9781119697961.
<hr>
Paul A. Gagniuc et al. <i><a href="https://aip.scitation.org/doi/10.1063/1.5120818">Spectral forecast: A general purpose prediction model as an alternative to classical neural networks</a></i>. Chaos 30, 033119 (2020).