Many kinds of practical problems such as engineering design, industrial m- agement and ?nancial investment have multiple objectives con?icting with eachother. T

This new volume explores the computational intelligence techniques necessary to carry out different software engineering tasks. Software undergoes various stage

Recent results on non-convex multi-objective optimization problems and methods are presented in this book, with particular attention to expensive black-box obje

In modern science and engineering, laboratory experiments are replaced by high fidelity and computationally expensive simulations. Using such simulations reduce

This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcemen