Computational Intelligence and Neuroscience / 2016 / Article / Tab 3

Research Article

Using Genetic Programming with Prior Formula Knowledge to Solve Symbolic Regression Problem

Table 3

Parameter values in and .

Parameter Value

GPTIPS [29] multigene syntax
RepresentationNumber of genes: 1
Maximum tree depth: 5
Population size 50
Number of generations 1000
Selection Lexicographic tournament selection
Tournament size 3
Crossover operator Subtree crossover
Crosser probability 0.85
Mutation operator Subtree mutation
Mutation probability 0.1
Reproduction probability 0.05
Fitness
Elitism Keep 1 best individual

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