Modular GP-GOMEA, which evolves multiple tree templates that can hierarchically call each other as subexpressions, generally beats single-template GP-GOMEA in accuracy on tested benchmarks and recovers modular ground-truth expressions more often.
In: European Conference on Genetic Programming
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Thinking Outside the Template with Modular GP-GOMEA
Modular GP-GOMEA, which evolves multiple tree templates that can hierarchically call each other as subexpressions, generally beats single-template GP-GOMEA in accuracy on tested benchmarks and recovers modular ground-truth expressions more often.