Advances in evolutionary computing for system design
- Responsibility
- Lakhmi C. Jain, Vasile Palade, Dipti Srinvasan, (eds.).
- Language
- English. English.
- Digital
- text file
- Imprint
- Berlin ; New York : Springer, ©2007.
- Physical description
- 1 online resource (viii, 326 pages) : illustrations
- Series
- Studies in computational intelligence ; v. 66.
Online
Available online
More options
Description
Creators/Contributors
- Contributor
- Jain, L. C.
- Palade, Vasile, 1964-
- Srinivasan, Dipti.
Contents/Summary
- Bibliography
- Includes bibliographical references.
- Contents
-
- to Evolutionary Computing in System Design.- Evolutionary Neuro-Fuzzy Systems and Applications.- Evolution of Fuzzy Controllers and Applications.- A Neuro-Genetic Framework for Multi-Classifier Design: An Application to Promoter Recognition in DNA Sequences.- Evolutionary Grooming of Traffic in WDM Optical Networks.- EPSO: Evolutionary Particle Swarms.- Design of Type-Reduction Strategies for Type-2 Fuzzy Logic Systems using Genetic Algorithms.- Designing a Recurrent Neural Network-based Controller for Gyro-Mirror Line-of-Sight Stabilization System using an Artificial Immune Algorithm.- Distributed Problem Solving using Evolutionary Learning in Multi-Agent Systems.- Evolutionary Computing within Grid Environment.- Application of Evolutionary Game Theory to Wireless Mesh Networks.- Applying Hybrid Multiobjective Evolutionary Algorithms to the Sailor Assignment Problem.- Evolutionary Techniques Applied to Hardware Optimization Problems: Test and Verification of Advanced Processors.
- (source: Nielsen Book Data)
- Publisher's summary
-
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book's thirteen chapters cover a wide area of topics in evolutionary computing and applications, including an introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; and evolution of fuzzy controllers. The book will be useful to researchers in intelligent systems with interest in evolutionary computing, as well as application engineers and system designers.
(source: Nielsen Book Data)
Subjects
Bibliographic information
- Publication date
- 2007
- Series
- Studies in computational intelligence ; v. 66
- ISBN
- 9783540723776
- 3540723773
- 3540723765 (hardcover ; alk. paper)
- 9783540723769 (hardcover ; alk. paper)
- DOI
- 10.1007/978-3-540-72377-6
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