Computational Intelligence in Optimization
Applications and Implementations
Editors: Tenne, Yoel, Goh, Chi-Keong (Eds.)
Free Preview- Presents state-of-the-art applications and implementations of computational intelligence
- Offers both theoretical treatments and real-world insights
- A comprehensive reference on the use of computational intelligence in real-world applications
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- About this book
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This volume presents a collection of recent studies covering the spectrum of computational intelligence applications with emphasis on their application to challenging real-world problems. Topics covered include: Intelligent agent-based algorithms, Hybrid intelligent systems, Cognitive and evolutionary robotics, Knowledge-Based Engineering, fuzzy sets and systems, Bioinformatics and Bioengineering, Computational finance and Computational economics, Data mining, Machine learning, and Expert systems. "Computational Intelligence in Optimization" is a comprehensive reference for researchers, practitioners and advanced-level students interested in both the theory and practice of using computational intelligence in real-world applications.
- Table of contents (16 chapters)
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New Hybrid Intelligent Systems to Solve Linear and Quadratic Optimization Problems and Increase Guaranteed Optimal Convergence Speed of Recurrent ANN
Pages 1-26
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A Novel Optimization Algorithm Based on Reinforcement Learning
Pages 27-47
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The Use of Opposition for Decreasing Function Evaluations in Population-Based Search
Pages 49-71
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Search Procedure Exploiting Locally Regularized Objective Approximation. A Convergence Theorem for Direct Search Algorithms
Pages 73-103
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Optimization Problems with Cardinality Constraints
Pages 105-130
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Table of contents (16 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Computational Intelligence in Optimization
- Book Subtitle
- Applications and Implementations
- Editors
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- Yoel Tenne
- Chi-Keong Goh
- Series Title
- Adaptation, Learning, and Optimization
- Series Volume
- 7
- Copyright
- 2010
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-12775-5
- DOI
- 10.1007/978-3-642-12775-5
- Hardcover ISBN
- 978-3-642-12774-8
- Softcover ISBN
- 978-3-642-26361-3
- Series ISSN
- 1867-4534
- Edition Number
- 1
- Number of Pages
- XX, 412
- Number of Illustrations
- 74 illustrations in colour
- Topics
