Adding Knowledge And Efficient Data Structures To Evolutionary Programming: A Cultural Algorithm For Constrained Optimization
Carlos A. Coello Coello, Ricardo Landa Becerra · 2002
This paper proposes a technique in which domain knowledge obtained from the search is used to improve the performance of evolutionary programming. Our approach is based on the concept of a cultural algorithm and is applied to constrained optimization problems in which a map of the feasible region is used to guide the search more efficiently.