Research Article
Using Genetic Programming with Prior Formula Knowledge to Solve Symbolic Regression Problem
Table 3
Parameter values in
and
.
| Parameter | Value |
| ā | GPTIPS [29] multigene syntax | Representation | Number of genes: 1 | ā | 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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