EXPERIMENTAL DESIGN TECHNIQUES IN EVOLUTIONARY ALGORITHMS

ISBN-13: 9783838332680 / Angielski / Miękka / 2010 / 124 str.

Kit Yan Chan

Opis

This thesis explores the application of experimental design techniques to the field of evolutionary algorithms. It shows how to use experimental design techniques to analyse a wide range of landscape structures in different representation spaces and compares experimental design techniques with the existing approaches in the literature of landscape analysis. Furthermore, the incorporation of experimental design techniques into evolutionary operators is investigated.

O autorze

Dr Kit Yan Chan is a Senior Research Fellow in the Digital Escosystems and Business Intelligence Institute, Curtin University of Technology. His research interests include computational intelligence and its applications to product design, manufacturing process design and biomedical engineering.