Evolutionary Multiobjective Optimization

Theoretical Advances and Applications

By: Ajith Abraham (Editor), Robert Goldberg (Editor)

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Hardcover | 31 May 2005

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Hardcover
324 Pages

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23.5 x 15.24 x 1.91

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Evolutionary Multiobjective Optimization is a rare collection of the latest state-of-the-art theoretical research, design challenges and applications in the field of multiobjective optimization paradigms using evolutionary algorithms. It includes two introductory chapters giving all the fundamental definitions, several complex test functions and a practical problem involving the multiobjective optimization of space structures under static and seismic loading conditions used to illustrate the various multiobjective optimization concepts. Important features include:- Detailed overview of all the multiobjective optimization paradigms using evolutionary algorithms- Excellent coverage of timely, advanced multiobjective optimization topics- State-of-the-art theoretical research and application developments- Chapters authored by pioneers in the field Academics and industrial scientists as well as engineers engaged in research, development and application of evolutionary algorithm based Multiobjective Optimization will find the comprehensive coverage of this book invaluable.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Mathematics Optimisation Computer Programming & Software Development Algorithms & Data Structures Probability & Statistics Software Engineering

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Paperback

Published: 22nd October 2010

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Evolutionary multiobjective optimization	p. 1
Recent trends in evolutionary multiobjective optimization	p. 7
Self-adaptation and convergence of multiobjective evolutionary algorithms in continuous search spaces	p. 33
A simple approach to evolutionary multiobjective optimization	p. 55
Quad-trees : a data structure for storing pareto sets in multiobjective evolutionary algorithms with elitism	p. 81
Scalable test problems for evolutionary multiobjective optimization	p. 105
Particle swarm inspired evolutionary algorithm (PS-EA) for multi-criteria optimization problems	p. 147
Evolving continuous pareto regions	p. 167
MOGADES : multiobjective genetic algorithm with distributed environment scheme	p. 210
Use of multiobjective optimization concepts to handle constraints in genetic algorithms	p. 229
Multi-criteria optimization of finite state automata : maximizing performance while minimizing description length	p. 255
Multiobjective optimization of space structures under static and seismic loading conditions	p. 273
Table of Contents provided by Blackwell. All Rights Reserved.

Evolutionary Multiobjective Optimization

Theoretical Advances and Applications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

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