Sequential approximate multiobjective optimization using computational intelligence

This book highlights a new direction of multiobjective optimzation, which hasnever 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 effective tool from a practical viewpoint. Several sophisticated methods for sequential approximate multi-objective optimization using computational intelligence are introduced along with real applications, mainly engineering problems, in this book. INDICE: Basic Concepts of Multi-Objective Optimization.- Interactive Programming Methods for Multi- Objective Optimization.- Mulit-objective Optimization and Computational Intelligence.- Sequential Approximate Optimization (Meta-Modelling) Using Computational Intelligence.- Combining Aspiration Level Approach and Computational Intelligence for Sequential Approximate Multi- Objective Optimization.- Engineering applications.

• ISBN: 978-3-540-88909-0
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 300
• Fecha Publicación: 01/01/2009
• Nº Volúmenes: 1
• Idioma: Inglés