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src/GeneticSharp.Domain.UnitTests/Crossovers/Issues/Issue61.cs
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using GeneticSharp.Domain.Chromosomes; | ||
using GeneticSharp.Domain.Fitnesses; | ||
using GeneticSharp.Domain.Randomizations; | ||
using System; | ||
using System.Collections.Generic; | ||
using System.Text; | ||
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namespace GeneticSharp.Domain.UnitTests.Crossovers.Issues | ||
{ | ||
public class Issue61 | ||
{ | ||
public class GuessNumberChromosome : ChromosomeBase | ||
{ | ||
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private const Int32 MaxGeneValue = 10; | ||
private const Int32 MinGeneValue = 0; | ||
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public static int[] powof10 = new int[10] { | ||
1, | ||
10, | ||
100, | ||
1000, | ||
10000, | ||
100000, | ||
1000000, | ||
10000000, | ||
100000000, | ||
1000000000 | ||
}; | ||
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private readonly Int32 numberDigits; | ||
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public GuessNumberChromosome(Int32 numberDigits) : base(numberDigits) | ||
{ | ||
this.numberDigits = numberDigits; | ||
var initGenes = RandomizationProvider.Current.GetUniqueInts(this.Length, MinGeneValue, MaxGeneValue); | ||
for (int i = 0; i < this.Length; i++) | ||
{ | ||
this.ReplaceGene(i, new Gene(initGenes[i])); | ||
} | ||
} | ||
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public override IChromosome CreateNew() | ||
{ | ||
return new GuessNumberChromosome(this.numberDigits); | ||
} | ||
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public override Gene GenerateGene(int geneIndex) | ||
{ | ||
return new Gene(RandomizationProvider.Current.GetInt(MinGeneValue, MaxGeneValue)); | ||
} | ||
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public Int32 ToGuessValue() | ||
{ | ||
var genes = this.GetGenes(); | ||
return ToGuessValue(genes); | ||
} | ||
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public static Int32 ToGuessValue(Gene[] genes) | ||
{ | ||
int guessValue = 0; | ||
for (int i = genes.Length - 1; i >= 0; i--) | ||
{ | ||
guessValue += ((Int32)genes[i].Value * powof10[i]); | ||
} | ||
return guessValue; | ||
} | ||
} | ||
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public class GuessNumberFitness : IFitness | ||
{ | ||
private Int32 finalAns; | ||
private Int32 maxDiffValue; | ||
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public GuessNumberFitness(Int32 finalAns) | ||
{ | ||
this.finalAns = finalAns; | ||
Int32 digits = this.finalAns.ToString().Length; | ||
this.maxDiffValue = Math.Max(Math.Abs(this.finalAns - Int32.Parse(new string('9', digits))), this.finalAns); | ||
} | ||
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public double Evaluate(IChromosome chromosome) | ||
{ | ||
var genes = chromosome.GetGenes(); | ||
int guessValue = GuessNumberChromosome.ToGuessValue(genes); | ||
double fitness = 1.0 - (Math.Abs(this.finalAns - guessValue) / (double)this.maxDiffValue); | ||
return fitness; | ||
} | ||
} | ||
} | ||
} |
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