Generalizing and Unifying Gray-Box Combinatorial Optimization Operators

F Chicano, D Whitley, G Ochoa, R Tinós - International Conference on …, 2024 - Springer
Gray-box optimization leverages the information available about the mathematical structure
of an optimization problem to design efficient search operators. Efficient hill climbers and …

Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms

D Whitley, G Ochoa, F Chicano - … on Parallel Problem Solving from Nature, 2024 - Springer
Partition Crossover induces lattices over subsets of local optima in the search spaces of
classic combinatorial problems such as MAX-SAT and the Traveling Salesman Problem …

Generalizing and Unifying Gray-box Combinatorial Optimization Operators.

JF Chicano-García, D Whitley, G Ochoa, R Tinós - 2024 - riuma.uma.es
Gray-box optimization leverages the information available about the mathematical structure
of an optimization problem to design efficient search operators. Efficient hill climbers and …