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  • © 2010

Computational Intelligence in Optimization

Applications and Implementations

  • State of the art of applications and implementations of computational intelligence in optimization
  • Provides both theoretical treatments and real-world insights gained by experience in computational intelligence in optimization
  • Comprehensive reference for researchers, practitioners and graduate students interested in both the theory and practice of using computational intelligence in real-world applications

Part of the book series: Adaptation, Learning, and Optimization (ALO, volume 7)

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Table of contents (16 chapters)

  1. Front Matter

  2. A Novel Optimization Algorithm Based on Reinforcement Learning

    • Janusz A. Starzyk, Yinyin Liu, Sebastian Batog
    Pages 27-47
  3. The Use of Opposition for Decreasing Function Evaluations in Population-Based Search

    • Mario Ventresca, Shahryar Rahnamayan, Hamid Reza Tizhoosh
    Pages 49-71
  4. Optimization Problems with Cardinality Constraints

    • Rubén Ruiz-Torrubiano, Sergio García-Moratilla, Alberto Suárez
    Pages 105-130
  5. Multi-Objective Optimization Using Surrogates

    • Ivan Voutchkov, Andy Keane
    Pages 155-175
  6. A Game Theory-Based Multi-Agent System for Expensive Optimisation Problems

    • Abdellah Salhi, Özgun Töreyen
    Pages 211-232
  7. Optimization with Clifford Support Vector Machines and applications

    • N. Arana-Daniel, C. López-Franco, E. Bayro-Corrochano
    Pages 233-262
  8. An Integrated Approach to Speed Up GA-SVM Feature Selection Model

    • Tianyou Zhang, Xiuju Fu, Rick Siow Mong Goh, Chee Keong Kwoh, Gary Kee Khoon Lee
    Pages 285-298
  9. Computation in Complex Environments;

    • Kees Pieters
    Pages 299-324
  10. Project Scheduling: Time-Cost Tradeoff Problems

    • Sanjay Srivastava, Bhupendra Pathak, Kamal Srivastava
    Pages 325-357
  11. Application of Coarse-Coding Techniques for Evolvable Multirobot Controllers

    • Jekanthan Thangavelautham, Paul Grouchy, Gabriele M. T. D’Eleuterio
    Pages 381-412

About this book

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.

Editors and Affiliations

  • Department of Mechanical Engineering and Science-Faculty of Engineering, Kyoto University, Kyoto, Japan

    Yoel Tenne

  • Advanced Technology Centre, Rolls-Royce Singapore Pte Ltd, Singapore

    Chi-Keong Goh

Bibliographic Information

Buy it now

Buying options

eBook USD 189.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access