Design of a surrogate model assisted (1+ 1)-ES
A Kayhani, DV Arnold - Parallel Problem Solving from Nature–PPSN XV …, 2018 - Springer
Surrogate models are employed in evolutionary algorithms to replace expensive objective
function evaluations with cheaper though usually inaccurate estimates based on information …
function evaluations with cheaper though usually inaccurate estimates based on information …
The Performance Effect of Model Accuracy on Classification-Assisted Evolutionary Algorithms
Optimization problems with costly function evaluation widely exist in real-world applications.
Surrogate models are commonly used in the field of optimization to deal with such …
Surrogate models are commonly used in the field of optimization to deal with such …