Created
August 24, 2014 16:57
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genetics = require('../lib/genetics'); | |
Genetic = genetics.Genetic | |
Solution = genetics.Solution | |
var mod = 1000; | |
var ratio = 100; | |
var gen; | |
modb = Math.round(mod / ratio); | |
moda = modb - 1; | |
best = mod * mod; | |
var Sol = Solution; | |
Sol.prototype.random = function () { | |
this.a = Math.round(Math.random() * 1000) % mod; | |
this.b = Math.round(Math.random() * 1000) % mod; | |
this.c = Math.round(Math.random() * 1000) % mod; | |
return; | |
} | |
Sol.prototype.crossOver = function (sola, solb) { | |
this.a = Math.round((sola.a + solb.a) / 2); | |
this.b = Math.round((sola.b + solb.b) / 2); | |
this.c = Math.round((sola.c + solb.c) / 2); | |
return; | |
} | |
Sol.prototype.mutate = function () { | |
newSol = new Sol(); | |
newSol.a = this.a; | |
newSol.b = this.b; | |
newSol.c = this.c; | |
if (Math.random() < 0.3) | |
newSol.a = Math.round(Math.random() * 1000) % (mod + 1); | |
if (Math.random() < 0.3) | |
newSol.b = Math.round(Math.random() * 1000) % (mod + 1); | |
if (Math.random() < 0.3) | |
newSol.c = Math.round(Math.random() * 1000) % (mod + 1); | |
return (newSol); | |
} | |
Sol.prototype.eval = function () { | |
// Calculate your fit iterating the gen.pop array (declared line 8) | |
this.fit = (this.a * this.b - this.c) / best; | |
return; | |
} | |
var Gene = Genetic; | |
Gene.prototype.end = function () { | |
console.log(this.gen + ', ' + this.bestfit().fit); | |
return (this.gen == 100 || this.bestfit().fit >= 1); | |
} | |
Gene.prototype.select = function () { | |
this.selectSUS(); | |
} | |
gen = new Gene(Sol, 10000); | |
gen.init(); | |
gen.eval(); | |
console.log(gen.bestfit()); | |
gen.run(); | |
console.log(gen.bestfit()); | |
console.log('last gen :' + gen.gen); |
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