Evolutionary systems & genetic algorithms
From GenerativeArt
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(→Minimum Requirements for an Evolutionary System) |
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* The phenotype of each individual is subjected to a fitness function which yields a fitness score for each individual. | * The phenotype of each individual is subjected to a fitness function which yields a fitness score for each individual. | ||
* Those individuals, or optionally only those that exceed a minimum fitness score, are added back into the population | * Those individuals, or optionally only those that exceed a minimum fitness score, are added back into the population | ||
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== Minimum Requirements for an Evolutionary System == | == Minimum Requirements for an Evolutionary System == | ||
* A way to express genotypes to create phenotypes | * A way to express genotypes to create phenotypes | ||
* A way to assign each genotype a score based on an evaluation of the corresponding phenotype | * A way to assign each genotype a score based on an evaluation of the corresponding phenotype | ||
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== Types of Genotype Representations == | == Types of Genotype Representations == |