/**
* CertainTrust SDK
*
* Implements the computational trust model "CertainTrust"
* in JavaScript.
* See for further details.
*
*
* Telecooperation Department, Technische Universität Darmstadt
*
*
* Prof. Dr. Max Mühlhäuser
* Florian Volk
*
*
* @author Maria Pelevina
* @author David Kalnischkies
* @version 1.1
*/
/* This Source Code Form is subject to the terms of the Mozilla Public
* License, v. 2.0. If a copy of the MPL was not distributed with this
* file, You can obtain one at http://mozilla.org/MPL/2.0/. */
/**
* Available Constructors:
* - CertainTrust(t, c, f, n)
* - CertainTrust(r, s, n)
* - CertainTrust(n)
* optionally arguments can be preceded by name, e.g. CertainTrust(name, r, s, n)
*
* t - average rating value, [0; 1], from very negative to very positive
* c - certainty value, [0; 1] from low certainty (no evidence) to the maximal maximal certainty.
* f - initial trust value
* w - weight
* r - number of positive evidence
* s - number of negative evidence
* n - maximal number of expected evidence
*/
var CertainTrust = function() {
this.weight = 2;
this.observers = [];
var offset = 0;
this.name = "";
if (this._isString(arguments[0])) {
this.name = arguments[0];
offset = 1;
}
if (arguments.length == 4 + offset || arguments.length == 5 + offset) {
// CertainTrust(t, c, f, n, doc)
// doc is a 'private' parameter
this.t = arguments[0 + offset];
this.c = arguments[1 + offset];
this.f = arguments[2 + offset];
this.n = arguments[3 + offset];
this.doc = (arguments.length == 4 + offset) ? 0 : arguments[4 + offset];
this.r = 0;
this.s = 0;
if (this.n <= 0)
throw "N should be greater than 0. Entered n = " + this.n + "\n";
if (this.f < 0 && this.f > 1)
throw "f should lie within [0;1]. Entered f = " + this.f + "\n";
if (this.c < 0 && this.c > 1)
throw "c should lie within [0;1]. Entered c = " + this.c + "\n";
if (this.t < 0 && this.t > 1)
throw "t should lie within [0;1]. Entered t = " + this.t + "\n";
this._calculateTCtoRS();
} else if (arguments.length == 3 + offset) {
// CertainTrust(r, s, n)
this.n = arguments[2 + offset];
this.c = 0;
this.t = 0.5;
this.f = 0.5;
this.r = arguments[0 + offset];
this.s = arguments[1 + offset];
this.doc = 0;
if (this.n <= 0)
throw "N should be greater than 0. Entered n = " + this.n + "\n";
if (this.r < 0)
throw "r should be positive. Entered r = " + this.r + "\n";
if (this.s < 0)
throw "s should be positive. Entered s = " + this.s + "\n";
this._normaliseRS();
this._calculateRStoTC();
} else {
if (arguments.length == 1 + offset) {
// CertainTrust(n)
this.n = arguments[0 + offset];
if (this.n <= 0)
throw "N should be greater than 0. Entered n = " + this.n + "\n";
this.c = 0;
this.t = 0.5;
this.f = 0.5;
this.r = 0;
this.s = 0;
this.doc = 0;
}
else throw "Illegal number of arguments: " + arguments.length + "\n";
}
};
//=========== Getters =================
CertainTrust.prototype.getName = function() {
return this.name;
};
CertainTrust.prototype.getC = function() {
return this.c;
};
CertainTrust.prototype.getT = function() {
return this.t;
};
CertainTrust.prototype.getF = function() {
return this.f;
};
CertainTrust.prototype.getR = function() {
return this.r;
};
CertainTrust.prototype.getS = function() {
return this.s;
};
CertainTrust.prototype.getN = function() {
return this.n;
};
CertainTrust.prototype.getDoC = function() {
return this.doc;
};
CertainTrust.prototype.getExpectation = function() {
return (this.t * this.c) + ((1 - this.c) * this.f);
};
//=========== Setters =================
/**
* Resets N value. Renormalises r and s values, recalculates c and t accordingly.
* @param n - new maximal number of expected evidence
*/
CertainTrust.prototype.setN = function(n) {
if (n > 0) {
this.n = n;
this._normaliseRS();
this._calculateRStoTC();
this.notifyObservers();
}
else throw "N should be greater than 0. Entered n = " + n + "\n";
};
/**
* Sets f value.
* @param f - initial trust value.
*/
CertainTrust.prototype.setF = function(f) {
if (f >= 0 && f <= 1) {
this.f = f;
this.notifyObservers();
}
else throw "f should lie within [0;1]. Entered f = " + f + "\n";
};
/**
* Sets Degree of Conflict value.
* @param doc is the new value for DoC
*/
CertainTrust.prototype.setDoC = function(doc) {
if (doc >= 0)
this.doc = doc;
else throw "DoC should be greater than 0. Entered DoC = " + doc + "\n";
};
/**
* Sets c and t values. Recalculates r and s values accordingly.
* @param t - new average trust value
* @param c - new certainty value
*/
CertainTrust.prototype.setTC = function(t, c) {
if (c >= 0 && c <= 1) {
if (t >= 0 && t <= 1) {
this.c = c;
this.t = t;
this._calculateTCtoRS();
this.notifyObservers();
}
else throw "t should be greater than 0. Entered t = " + t + "\n";
}
else throw "c should lie within [0;1]. Entered c = " + c + "\n";
};
/**
* Sets r and s values. Recalculates c and t values accordingly.
* @param r - new number of positive evidence
* @param s - new number of negative evidence
*/
CertainTrust.prototype.setRS = function(r, s) {
if (r >= 0) {
if (s >= 0) {
this.r = r;
this.s = s;
this._normaliseRS();
this._calculateRStoTC();
this.notifyObservers();
}
else throw "s should be positive. Entered s = " + s + "\n";
}
else throw "r should be positive. Entered r = " + r + "\n";
};
/**
* Add some positive evidence to r.
* @param posEvidence - number of new positive evidences
*/
CertainTrust.prototype.addR = function(posEvidence) {
if (posEvidence >= 0) {
this.r += posEvidence;
this._normaliseRS();
this._calculateRStoTC();
this.notifyObservers();
}
else throw "Number of positive evidences should be positive. Entered " + posEvidence + "\n";
};
/**
* Add some negative evidence to s.
* @param negEvidence - number of new negative evidences
*/
CertainTrust.prototype.addS = function(negEvidence) {
if (negEvidence >= 0) {
this.s += negEvidence;
this._normaliseRS();
this._calculateRStoTC();
this.notifyObservers();
}
else throw "Number of negative evidences should be positive. Entered " + negEvidence + "\n";
};
//=========== Logic =================
/**
* Computes OR function for this CertainTrust object and the specified argument. Result is returned as a new object,
* argument and this CertainTrust object remain unchanged.
* N values of both objects should be equal.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @param arg - CertainTrust object
* @return - result of OR computation for this object and an argument.
*/
CertainTrust.prototype._singleOR = function(arg) {
var c1 = this.getC();
var t1 = this.getT();
var f1 = this.getF();
var c2 = arg.getC();
var t2 = arg.getT();
var f2 = arg.getF();
var resT = 0.5, resF = 0.5, resC = 0;
if (!this._operationAllowed(this, arg))
return undefined;
resF = f1 + f2 - f1*f2;
if (this._almostEqual(resF, 0))
resC = c1 + c2 - c1*c2;
else
resC = c1 + c2 - c1*c2 - (c1*f2*(1-c2)*(1-t1)+c2*f1*(1-c1)*(1-t2)) / resF;
if (this._almostEqual(resC, 0))
resT = 0.5;
else resT = (1/resC) * (c1*t1 + c2*t2 - c1*c2*t1*t2);
resT = this._adjustValue(resT);
resC = this._adjustValue(resC);
resF = this._adjustValue(resF);
var result = new CertainTrust(resT, resC, resF, this.n, 0);
return result;
};
/**
* Computes OR function for this CertainTrust object and the specified arguments.
* Result is returned as a new object, arguments and this CertainTrust object remain unchanged.
* Example: a.OR(b, c, d) returns new CertainTrust object that equals a OR b OR c OR d.
* Multiple arguments allowed, but not less than one.
* N values of all objects should be equal.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @param args - arguments
* @return - result of OR computation for this object and all arguments.
*/
CertainTrust.prototype.OR = function() {
var result = this.clone();
for (var i = 0; i < arguments.length; ++i) {
var m = arguments[i];
if (!this._operationAllowed(this, m))
continue;
result = result._singleOR(m);
}
return result;
};
/**
* Computes AND function for this CertainTrust object and the specified argument. Result is returned as a new object,
* argument and this CertainTrust object remain unchanged.
* N values of both objects should be equal.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @param arg - CertainTrust object
* @return - result of AND computation for this object and an argument.
*/
CertainTrust.prototype._singleAND = function(arg){
var c1 = this.getC();
var f1 = this.getF();
var t1 = this.getT();
var c2 = arg.getC();
var f2 = arg.getF();
var t2 = arg.getT();
var resC = 0, resT = 0.5, resF = 0.5;
if (!this._operationAllowed(this, arg))
return undefined;
resF = f1*f2;
if (this._almostEqual(resF, 1)) //avoid division by 0
resC = c1 + c2 - c1*c2;
else
resC = c1 + c2 - c1*c2 - (c2*t2*(1-c1)*(1-f1)+c1*t1*(1-c2)*(1-f2)) / (1 - resF);
if (this._almostEqual(resC, 0))
resT = 0.5;
else if (this._almostEqual(resF, 1)) //avoid division by 0
resT = (1/resC) * (c1*t1*c2*t2);
else resT = (1/resC) * ((c1*t1*c2*t2) + (c1*f2*t1*(1-c2)*(1-f1)+c2*f1*t2*(1-c1)*(1-f2)) / (1 - resF));
resT = this._adjustValue(resT);
resC = this._adjustValue(resC);
resF = this._adjustValue(resF);
return new CertainTrust(resT, resC, resF, this.n, 0);
};
CertainTrust.prototype._adjustValue = function(arg) {
return Math.max(Math.min(arg, 1), 0);
};
CertainTrust.prototype._almostEqual = function(value, target) {
return Math.abs(value - target) < 1E-10;
};
CertainTrust.prototype._operationAllowed = function(arg1, arg2) {
//and all N's of TC's must be equal
/*if (arg1.getN() != arg2.getN()) //Disabled by Debashis C. Ray for AND calculation
throw "Different N values. Operation not allowed. \n"; */
return true;
}
/**
* Computes AND function for this CertainTrust object and the specified arguments.
* Result is returned as a new object, arguments and this CertainTrust object remain unchanged.
* Example: a.AND(b, c, d) returns new CertainTrust object that equals a AND b AND c AND d.
* Multiple arguments allowed, but not less than one.
* N values of all objects should be equal.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @param args - arguments
* @return - result of AND computation for this object and all arguments.
*/
CertainTrust.prototype.AND = function() {
var result = this.clone();
for (var i = 0; i < arguments.length; i++) {
var m = arguments[i];
if (!this._operationAllowed(this, m))
continue;
result = result._singleAND(m);
}
return result;
};
/**
* Returns NOT of this CertainTrust object.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @return - NOT of this CertainTrust object.
*/
CertainTrust.prototype.NOT = function() {
var result = this.clone();
result.setTC(1 - this.getT(), this.getC());
result.setF(1 - this.getF());
result.setDoC(0);
return result;
};
/**
* an internal implementation of fusion function.
* Is called by wFusion and cFusion
* @param args - an array of CertainTrust objects
* @param weights - an integer array of corresponding weights
* @param doc - a degree of conflict (always 0 for wFusion)
* @return - new CertainTrust object
*/
CertainTrust.prototype._internalFusion = function(args, weights, doc) {
var resC, resT, resF;
var allOne = true;
var allZero = true;
var allWeightsZero = true;
var atLeastOne1 = false;
var arrLength = args.length;
// set the flags about C and Weight values
for (var i = 0; i < arrLength; ++i)
if (args[i].getC() !== 1) {
allOne = false;
i = arrLength;
}
for (i = 0; i < arrLength; ++i)
if (args[i].getC() !== 0) {
allZero = false;
i = arrLength;
}
for (i = 0; i < arrLength; ++i)
if (weights[i] !== 0) {
allWeightsZero = false;
i = arrLength;
}
for (i = 0; i < arrLength; ++i)
if (args[i].getC() === 1) {
atLeastOne1 = true;
i = arrLength;
}
//Calculate T and C
// 1. all C's = 1
var numeratorT = 0, denominatorT = 0;
if (allOne) {
// set C
resC = 1 * (1 - doc);
// set T
if (allWeightsZero) {// save some calculation time
resT = 0;
}
else { // or use the function
for (i = 0; i < arrLength; ++i) {
numeratorT += weights[i] * args[i].getT();
denominatorT += weights[i];
}
resT = numeratorT/denominatorT;
}
} else {
if (atLeastOne1)
throw "Illegal arguments. Either all C values must equal 1 or none of them. Operation not allowed\n";
else {
// 2. Any other combination
if (allWeightsZero) { // save some calculation time
resT = 0;
resC = 0;
}
else { // or use the function
var numeratorC = 0, denominatorC = 0, mult;
for (i = 0; i < arrLength; ++i) {
mult = 1;
for (var j = 0; j < arrLength; ++j) // Count the product for each sum element
if (j !== i)
mult *= 1 - args[j].getC();
numeratorT += weights[i] * args[i].getT() * args[i].getC() * mult;
denominatorT += weights[i] * args[i].getC() * mult;
denominatorC += weights[i] * mult;
}
numeratorC = denominatorT;
resC = (numeratorC/denominatorC) * (1 - doc);
if (allZero)
resT = 0.5;
else
resT = numeratorT/denominatorT;
}
// Special case for T
if (allZero)
resT = 0.5;
}
}
// Calculate F
if (allWeightsZero)
resF = 0;
else {
var numerator = 0, denominator = 0;
for (i = 0; i < arrLength; ++i) {
numerator += weights[i] * args[i].getF();
denominator += weights[i];
}
resF = numerator/denominator;
}
var result = args[0].clone();
result.setTC(resT, resC);
result.setF(resF);
result.setDoC(doc);
return result;
};
/**
* Performs weighted fusion for an array of CertainTrust objects in correspondence with
* an array of weights. Returns new CertainTrust object.
* Requirements: N values of CertainTrust objects must be equal.
* Number of weights should equal the number of CertainTrust objects.
* Arrays must be non-empty
* Either all of CertainTrust must be of certainty 1 or none of them.
* @param args - an array of CertainTrust objects
* @param weights - an integer array of corresponding weights
* @return - new CertainTrust object
*/
CertainTrust.prototype.wFusion = function(args, weights) {
//arrays should be equal
if (args.length == weights.length) {
//and not empty
if (args.length !== 0) {
for (var i = 1; i < args.length; ++i)
if (!this._operationAllowed(args[0], args[i]))
return undefined;
return this._internalFusion(args, weights, 0);
}
else throw "Arrays are empty. Operation not allowed. \n";
}
else throw "Different lengths of arrays. Operation not allowed. \n";
};
/**
* Conflicted Fusion is a variation of weighted fusion, which additionally computes the degree of conflict
* between given opinions (CertainTrust objects) and takes it into consideration while performing fusion.
* The degree of conflict is then saved in the resulting CertainTrust object and may be checked with getDoC() function.
* @param args - an array of CertainTrust objects
* @param weights - an integer array of corresponding weights
* @return - new CertainTrust object
*/
CertainTrust.prototype.cFusion = function(args, weights) {
//arrays should be equal
if (args.length == weights.length) {
//and not empty
if (args.length !== 0) {
for (var i = 1; i < args.length; ++i)
if (!this._operationAllowed(args[0], args[i]))
return undefined;
var denominator = args.length*(args.length - 1) / 2;
var numerator = 0;
for (i = 0; i < args.length; ++i)
for (var j = i; j < args.length; ++j)
numerator += Math.abs(args[i].getT() - args[j].getT()) *
args[i].getC() * args[j].getC() *
(1 - Math.abs((weights[i] - weights[j]) /
(weights[i] + weights[j])));
var doc = numerator/denominator;
return this._internalFusion(args, weights, doc);
}
else throw "Arrays are empty. Operation not allowed. \n";
}
else throw "Different lengths of arrays. Operation not allowed. \n";
};
//=========== Internal Calculations ==========
/**
* Normalises r and s values according to n - maximal number of expected evidence
* Important! Doesn't notify observers.
*/
CertainTrust.prototype._normaliseRS = function() {
if ((this.r + this.s) > this.n) {
var initR = this.r;
this.r = (this.r * this.n) / (initR + this.s);
this.s = (this.s * this.n) / (initR + this.s);
}
};
/**
* Calculates t and c values based on existing r and s values
* Important! Doesn't notify observers.
*/
CertainTrust.prototype._calculateRStoTC = function() {
var rs = this.r + this.s;
var nrs = this.n * rs;
this.c = nrs / ((2 * this.weight * (this.n - this.r - this.s)) + nrs);
if (this._almostEqual(this.c, 0))
this.t = 0.5;
else
this.t = this.r / rs;
};
/**
* Calculates r and s values based on existing c and t values
* Important! Doesn't notify observers.
*/
CertainTrust.prototype._calculateTCtoRS = function() {
if (this._almostEqual(this.c, 0)) {
this.r = 0;
this.s = 0;
this.t = 0.5;
}
else {
var c2w = this.c * 2 * this.weight;
var c2wn = c2w * this.n;
var cn = this.c * this.n;
this.r = (c2wn * this.t) / (c2w + this.n - cn);
this.s = (c2wn - (c2wn * this.t)) / (c2w + this.n - cn);
}
};
CertainTrust.prototype.clone = function() {
var copy = new CertainTrust(this.getN());
copy.c = this.c;
copy.t = this.t;
copy.f = this.f;
copy.r = this.r;
copy.s = this.s;
copy.doc = this.doc;
return copy;
};
CertainTrust.prototype._isString = function (obj) {
return typeof(obj) === 'string';
};
//=========== Observer =================
CertainTrust.prototype.notifyObservers = function(message) {
for (var i = 0; i < this.observers.length; ++i)
this.observers[i].update(this.observers[i], message);
};
CertainTrust.prototype.addObserver = function(observer) {
this.observers.push(observer);
};
CertainTrust.prototype.deleteObserver = function(observer) {
var idx = this.observers.indexOf(observer);
if(idx !== -1)
this.observers.splice(idx, 1);
};
//=== shared functions for frontends ===
CertainTrust.prototype._insertElement = function(config, element) {
var dom;
if (config.domReturn === true) {
return element;
} else if (config.domParent !== undefined) {
if (this._isString(config.domParent))
document.getElementById(config.domParent).appendChild(element);
else
config.domParent.appendChild(element);
} else if (config.domBefore !== undefined) {
if (this._isString(config.domBefore))
dom = document.getElementById(config.domBefore);
else
dom = config.domBefore;
dom.parentNode.insertBefore(element, dom);
} else {
if (config.domAfter === undefined) {
// the last script tag in DOM tree is the one creating this widget
var scripts = document.getElementsByTagName('script');
dom = scripts[scripts.length - 1];
} else if (this._isString(config.domAfter))
dom = document.getElementById(config.domAfter);
else
dom = config.domAfter;
dom.parentNode.insertBefore(element, dom.nextSibling);
}
return undefined;
};
CertainTrust.prototype._getColor = function(certainty, trust, initf) {
var resultp2 = ((1 - certainty) * initf);
var result = (trust * certainty) + resultp2;
var color;
if (result < 0.5) {
color = [
255,
Math.min(255, (255 * 2 * result)),
0
];
} else {
color = [
Math.min(255, ((2 - (2 * result)) * 255)),
255,
0
];
}
return color;
};
CertainTrust.prototype._pointOnCircle = function(centerx, centery, pointgrade, radius) {
var pointrad = ((360 + pointgrade) % 360) * ((2 * Math.PI) / 360);
var chord = 2 * radius * Math.sin((pointrad / 2));
// height of our new point above the base-edge
var y = Math.sqrt(2
* (Math.pow(chord, 2) * Math.pow(radius, 2)
+ Math.pow(radius, 4) + Math.pow(radius, 2)
* Math.pow(chord, 2))
- (Math.pow(chord, 4) + 2 * Math.pow(radius, 4)))
/ (2 * radius);
// distance to the cross-point of base-edge and height
var a = Math.pow(radius, 2);
var c = Math.pow(y, 2);
// we do this to protect us from NaN cause by 1 - 1.00000004
var x = (a < c) ? 0 : Math.sqrt(a - c);
var directions = new Array("NE", "SE", "SW", "NW");
var direction = 0;
var alpharad = pointrad;
while (alpharad > (0.5 * Math.PI)) {
++direction;
alpharad -= (0.5 * Math.PI);
}
if (directions[direction] == "NE" || directions[direction] == "NW")
x *= -1;
if (directions[direction] == "SW" || directions[direction] == "NW")
y *= -1;
return new Array((centerx + x), (centery + y));
};
/* optional implementation of CertainTrust without R and S calculations */
var CertainTrustSimple = function() {
this.weight = 2;
this.observers = [];
var offset = 0;
this.name = "";
if (this._isString(arguments[0])) {
this.name = arguments[0];
offset = 1;
}
if (arguments.length == 3 + offset || arguments.length == 4 + offset) {
// CertainTrustSimple(t, c, f, doc)
// doc is a 'private' parameter
this.t = arguments[0 + offset];
this.c = arguments[1 + offset];
this.f = arguments[2 + offset];
this.doc = (arguments.length == 3 + offset) ? 0 : arguments[3 + offset];
if (this.f < 0 && this.f > 1)
throw "f should lie within [0;1]. Entered f = " + this.f + "\n";
if (this.c < 0 && this.c > 1)
throw "c should lie within [0;1]. Entered c = " + this.c + "\n";
if (this.t < 0 && this.t > 1)
throw "t should lie within [0;1]. Entered t = " + this.t + "\n";
} else {
this.c = 0;
this.t = 0.5;
this.f = 0.5;
this.doc = 0;
}
};
CertainTrustSimple.prototype = new CertainTrust(1);
CertainTrustSimple.prototype.constructor = CertainTrustSimple;
CertainTrustSimple.prototype._operationAllowed = function() { return true; }
CertainTrustSimple.prototype._calculateTCtoRS = function() { }
CertainTrustSimple.prototype._calculateRStoTC = function() { }
CertainTrustSimple.prototype._normaliseRS = function() { }
CertainTrustSimple.prototype.setRS = undefined;
CertainTrustSimple.prototype.addR = undefined;
CertainTrustSimple.prototype.addS = undefined;
CertainTrustSimple.prototype.setN = undefined;
CertainTrustSimple.prototype.getR = undefined;
CertainTrustSimple.prototype.getS = undefined;
CertainTrustSimple.prototype.getN = undefined;
CertainTrustSimple.prototype.clone = function() {
var copy = new CertainTrustSimple();
copy.c = this.c;
copy.t = this.t;
copy.f = this.f;
copy.doc = this.doc;
return copy;
};
/* From this point codes were added or modified by Debashis Chandra Ray */
/* OR function for CertainTrustSimple objects*/
CertainTrustSimple.prototype._singleOR = function(arg) {
var c1 = this.getC();
var t1 = this.getT();
var f1 = this.getF();
var c2 = arg.getC();
var t2 = arg.getT();
var f2 = arg.getF();
var resT = 0.5, resF = 0.5, resC = 0;
if (!this._operationAllowed(this, arg))
return undefined;
resF = f1 + f2 - f1*f2;
if (this._almostEqual(resF, 0))
resC = c1 + c2 - c1*c2;
else
resC = c1 + c2 - c1*c2 - (c1*f2*(1-c2)*(1-t1)+c2*f1*(1-c1)*(1-t2)) / resF;
if (this._almostEqual(resC, 0))
resT = 0.5;
else resT = (1/resC) * (c1*t1 + c2*t2 - c1*c2*t1*t2);
resT = this._adjustValue(resT);
resC = this._adjustValue(resC);
resF = this._adjustValue(resF);
var result = new CertainTrustSimple(resT, resC, resF, this.n, 0);
return result;
};
CertainTrustSimple.prototype.OR = function() {
var result = this.clone();
for (var i = 0; i < arguments.length; ++i) {
var m = arguments[i];
if (!this._operationAllowed(this, m))
continue;
result = result._singleOR(m);
}
return result;
};
/* AND function for CertainTrustSimple objects*/
CertainTrustSimple.prototype._singlesimpleAND = function(arg){
var c1 = this.getC();
var f1 = this.getF();
var t1 = this.getT();
var c2 = arg.getC();
var f2 = arg.getF();
var t2 = arg.getT();
var resC = 0, resT = 0.5, resF = 0.5;
if (!this._operationAllowed(this, arg))
return undefined;
resF = f1*f2;
if (this._almostEqual(resF, 1)) //avoid division by 0
resC = c1 + c2 - c1*c2;
else
resC = c1 + c2 - c1*c2 - (c2*t2*(1-c1)*(1-f1)+c1*t1*(1-c2)*(1-f2)) / (1 - resF);
if (this._almostEqual(resC, 0))
resT = 0.5;
else if (this._almostEqual(resF, 1)) //avoid division by 0
resT = (1/resC) * (c1*t1*c2*t2);
else resT = (1/resC) * ((c1*t1*c2*t2) + (c1*f2*t1*(1-c2)*(1-f1)+c2*f1*t2*(1-c1)*(1-f2)) / (1 - resF));
resT = this._adjustValue(resT);
resC = this._adjustValue(resC);
resF = this._adjustValue(resF);
return new CertainTrustSimple(resT, resC, resF);
};
CertainTrustSimple.prototype.simpleAND = function() {
var result = this.clone();
for (var i = 0; i < arguments.length; i++) {
var m = arguments[i];
if (!this._operationAllowed(this, m))
continue;
result = result._singlesimpleAND(m);
}
return result;
};
CertainTrust.prototype.setName = function(newname) {
this.name = newname;
};
/**
* Computes CONSENSUS function for this CertainTrust object and the specified argument. Result is returned as a new object,
* argument and this CertainTrust object remain unchanged.
* N values of both objects should be equal.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @param arg - CertainTrust object
* @return - result of CONSENSUS computation for this object and an argument.
*/
CertainTrust.prototype._singleCONSENSUS = function(arg){
var c1 = this.getC();
var f1 = this.getF();
var t1 = this.getT();
var c2 = arg.getC();
var f2 = arg.getF();
var t2 = arg.getT();
var resC = 0, resT = 0.5, resF = 0.5;
if (!this._operationAllowed(this, arg))
return undefined;
//resF = f1*f2;
if (this._almostEqual(resF, 1)) //avoid division by 0
resC = (c1+c2-2*c1*c2)/(1-c1*c2);
else
resC = (c1+c2-2*c1*c2)/(1-c1*c2);
if (this._almostEqual(resC, 0))
resT = 0.5;
else if (this._almostEqual(resF, 1)) //avoid division by 0
resT = (c1*t1*(1-c2)+c2*t2*(1-c1))/(c1*(1-c2)+c2*(1-c1));
else resT = (c1*t1*(1-c2)+c2*t2*(1-c1))/(c1*(1-c2)+c2*(1-c1));
resT = this._adjustValue(resT);
resC = this._adjustValue(resC);
resF = this._adjustValue(resF);
return new CertainTrust(resT, resC, resF, this.n, 0);
};
CertainTrust.prototype.CONSENSUS = function() {
var result = this.clone();
for (var i = 0; i < arguments.length; i++) {
var m = arguments[i];
if (!this._operationAllowed(this, m))
continue;
result = result._singleCONSENSUS(m);
}
return result;
};
/**
* Computes DISCOUNTING function for this CertainTrust object and the specified argument. Result is returned as a new object,
* argument and this CertainTrust object remain unchanged.
* N values of both objects should be equal.
* For detailed information see CertainLogic: A Logic for Modeling Trust and Uncertainty
* @param arg - CertainTrust object
* @return - result of DISCOUNTING computation for this object and an argument.
*/
CertainTrust.prototype._singleDISCOUNTING = function(arg){
var c1 = this.getC();
var f1 = this.getF();
var t1 = this.getT();
var c2 = arg.getC();
var f2 = arg.getF();
var t2 = arg.getT();
var resC = 0, resT = 0.5, resF = 0.5;
if (!this._operationAllowed(this, arg))
return undefined;
//resF = f1*f2;
if (this._almostEqual(resF, 1)) //avoid division by 0
resC = t1*c1*c2;
else
resC = t1*c1*c2;
if (this._almostEqual(resC, 0))
resT = t2;
else if (this._almostEqual(resF, 1)) //avoid division by 0
resT = t2;
else resT = t2;
resT = this._adjustValue(resT);
resC = this._adjustValue(resC);
resF = this._adjustValue(resF);
return new CertainTrust(resT, resC, resF, this.n, 0);
};
CertainTrust.prototype.DISCOUNTING = function() {
var result = this.clone();
for (var i = 0; i < arguments.length; i++) {
var m = arguments[i];
if (!this._operationAllowed(this, m))
continue;
result = result._singleDISCOUNTING(m);
}
return result;
};