Sequential Approximate Multiobjective Optimization Using Computational Intelligence

• Main Authors: Yoon, Min. (Author), Yun, Yeboon. (Author), Nakayama, Hirotaka. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Vector Optimization,
• Subjects: Economics.; Computational complexity.; Mathematical optimization.; Economics/Management Science.; Discrete Mathematics in Computer Science.; Optimization.; Operations Research/Decision Theory.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-540-88910-6

This book highlights a new direction of multiobjective optimzation, which has never been treated in previous publications. When the function form of objective functions is not known explicitly as encountered in many practical problems, sequential approximate optimization based on metamodels is an ef...

Table of Contents:

• Basic Concepts of Multiobjective Optimization
• Interactive Programming Methods for Multiobjective Optimization
• Mulitobjective Optimization and Computational Intelligence
• Sequential Approximate Optimization (Meta-Modelling) Using Computational Intelligence
• Combining Aspiration Level Approach and Computational Intelligence for Sequential Approximate Multiobjective Optimization
• Engineering applications.