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Definitions (29)
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allele
Allele, in biology, is the term given to the appropriate range of values for genes. In genetic algorithms, an allele is the value of the gene (or genes).
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allele loss
Allele loss is the natural loss of traits in the gene pool over the generations of a run. Another term for allele loss is convergence. Severe allele loss results in a population incapable of solving t [..]
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atom
Atoms are the mathematical or symbolic operators in the parse tree. Atoms are always internal (non-leaf) nodes as all atoms accept arguments.
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closure
Closure is based on the design of genetic operators to ensure the validity of functions generated by the genetic program. If closure is achieved, the functions will not cause errors, regardless of the [..]
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convergence
Convergence is a reduction in the diversity of genes available in the population due to fitness proportionate operators.
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diversity
Diversity is the term used to describe the relative uniqueness of each individual in the population. This condition is considered favourable as the greater the variety of genes available to the geneti [..]
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function set
The set of functions (atoms) available to the genetic program. The operators in the function set are used to make up the internal nodes of the parse tree.
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generation
A generation is an iteration of the genetic algorithm. Conventionally, the initial random generation is known as generation zero.
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generational equivalent
Generational equivalent is a term used in steady state techniques to identify a generation has occurred. Because the populations of two generation are combined during the selection and breeding cycle, [..]
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generational gp
Generational genetic programming is the process of producing distinct generations in each iteration of the genetic algorithm.
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