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Advances in Computational Intelligence

IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Plenary/Invited Lectures

  • Book
  • © 2012

Overview

Editors:
  1. Jing Liu

    1. Key Lab of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, Xi’an, China

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  2. Cesare Alippi

    1. Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milano, Italy

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  3. Bernadette Bouchon-Meunier

    1. Université Pierre et Marie Curie - Paris 6, LIP6, Paris, France

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  4. Garrison W. Greenwood

    1. Department of Electrical & Computer Engineering, Portland State University, Portland, USA

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  5. Hussein A. Abbass

    1. School of Engineering and Information Technology, University of New South Wales, Canberra, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7311)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: WCCI 2012.

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Table of contents (13 chapters)

  1. Front Matter

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  2. Lazy Meta-Learning: Creating Customized Model Ensembles on Demand

    • Piero P. Bonissone
    Pages 1-23

  3. Multiagent Learning through Neuroevolution

    • Risto Miikkulainen, Eliana Feasley, Leif Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal et al.
    Pages 24-46

  4. Reverse-Engineering the Human Auditory Pathway

    • Lloyd Watts
    Pages 47-59

  5. Unpacking and Understanding Evolutionary Algorithms

    • Xin Yao
    Pages 60-76

  6. Representation in Evolutionary Computation

    • Daniel Ashlock, Cameron McGuinness, Wendy Ashlock
    Pages 77-97

  7. Quo Vadis, Evolutionary Computation?

    • Zbigniew Michalewicz
    Pages 98-121

  8. Probabilistic Graphical Approaches for Learning, Modeling, and Sampling in Evolutionary Multi-objective Optimization

    • Vui Ann Shim, Kay Chen Tan
    Pages 122-144

  9. The Quest for Transitivity, a Showcase of Fuzzy Relational Calculus

    • Bernard De Baets
    Pages 145-165

  10. Cognition-Inspired Fuzzy Modelling

    • Maria Rifqi
    Pages 166-184

  11. A Unified Fuzzy Model-Based Framework for Modeling and Control of Complex Systems: From Flying Vehicle Control to Brain-Machine Cooperative Control

    • Kazuo Tanaka
    Pages 185-208

  12. Predictive Learning, Knowledge Discovery and Philosophy of Science

    • Vladimir Cherkassky
    Pages 209-233

  13. Evolving Spiking Neural Networks and Neurogenetic Systems for Spatio- and Spectro-Temporal Data Modelling and Pattern Recognition

    • Nikola Kasabov
    Pages 234-260

  14. Uncovering the Neural Code Using a Rat Model during a Learning Control Task

    • Chenhui Yang, Hongwei Mao, Yuan Yuan, Bing Cheng, Jennie Si
    Pages 261-279

  15. Back Matter

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Keywords

About this book

This state-of-the-art survey offers a renewed and refreshing focus on the progress in evolutionary computation, in neural networks, and in fuzzy systems. The book presents the expertise and experiences of leading researchers spanning a diverse spectrum of computational intelligence in these areas. The result is a balanced contribution to the research area of computational intelligence that should serve the community not only as a survey and a reference, but also as an inspiration for the future advancement of the state of the art of the field. The 13 selected chapters originate from lectures and presentations given at the IEEE World Congress on Computational Intelligence, WCCI 2012, held in Brisbane, Australia, in June 2012.

Editors and Affiliations

  • Key Lab of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, Xi’an, China

    Jing Liu

  • Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milano, Italy

    Cesare Alippi

  • Université Pierre et Marie Curie - Paris 6, LIP6, Paris, France

    Bernadette Bouchon-Meunier

  • Department of Electrical & Computer Engineering, Portland State University, Portland, USA

    Garrison W. Greenwood

  • School of Engineering and Information Technology, University of New South Wales, Canberra, Australia

    Hussein A. Abbass

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