Sequential Approximate Multiobjective Optimization Using Computational Intelligence [electronic resource] / by Min Yoon, Yeboon Yun, Hirotaka Nakayama.

By:

Yoon, Min [author.]

Contributor(s):

Series: Vector OptimizationPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009Description: XVI, 200 p. 111 illus. online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783540889106

Subject(s):

Genre/Form:

Electronic books.

Additional physical formats: Printed edition:: No titleDDC classification:

003.3 23

LOC classification:

TA342-343

Online resources:

Click here to access online

Contents:

Basic Concepts of Multi-objective Optimization -- Interactive Programming Methods for Multi-objective Optimization -- Generation of Pareto Frontier by Genetic Algorithms -- Multi-objective Optimization and Computational Intelligence -- Sequential Approximate Optimization -- Combining Aspiration Level Approach and SAMO -- Engineering Applications.

In: Springer eBooksSummary: 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 effective tool from a practical viewpoint. Several sophisticated methods for sequential approximate multiobjective optimization using computational intelligence are introduced along with real applications, mainly engineering problems, in this book.

Item type:

eBooks

Average rating: 0.0 (0 votes)

Holdings ( 0 )
Title notes ( 2 )

No physical items for this record

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 effective tool from a practical viewpoint. Several sophisticated methods for sequential approximate multiobjective optimization using computational intelligence are introduced along with real applications, mainly engineering problems, in this book.