Mumford, Christine L.

Computational Intelligence

Mumford, Christine L. - Computational Intelligence, ebook


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ISBN: 9783642017995
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Table of contents

I. Introduction

1. Synergy in Computational Intelligence
Christine L. Mumford

2. Computational Intelligence: The Legacy of Alan Turing and John von Neumann
Heinz Mühlenbein

II. Fusing Evolutionary Algorithms and Fuzzy Logic

3. Multiobjective Evolutionary Algorithms for Electric Power Dispatch Problem
Mohammad A. Abido

4. Fuzzy Evolutionary Algorithms and Genetic Fuzzy Systems: A Positive Collaboration between Evolutionary Algorithms and Fuzzy Systems
F. Herrera, M. Lozano

5. Multiobjective Genetic Fuzzy Systems
Hisao Ishibuchi, Yusuke Nojima

III. Adaptive Solution Schemes

6. Exploring Hyper-heuristic Methodologies with Genetic Programming
Edmund K. Burke, Mathew R. Hyde, Graham Kendall, Gabriela Ochoa, Ender Ozcan, John R. Woodward

7. Adaptive Constraint Satisfaction: The Quickest First Principle
James E. Borrett, Edward P. K. Tsang

IV. Multi-agent Systems

8. Collaborative Computational Intelligence in Economics
Shu-Heng Chen

9. IMMUNE: A Collaborating Environment for Complex System Design
Mahmoud Efatmaneshnik, Carl Reidsema

10. Bayesian Learning for Cooperation in Multi-Agent Systems
Mair Allen-Williams, Nicholas R. Jennings

11. Collaborative Agents for Complex Problems Solving
Minjie Zhang, Quan Bai, Fenghui Ren, John Fulcher

V. Computer Vision

12. Predicting Trait Impressions of Faces Using Classifier Ensembles
Sheryl Brahnam, Loris Nanni

13. The Analysis of Crowd Dynamics: From Observations to Modelling
B. Zhan, P. Remagnino, D. N. Monekosso, S. Velastin

VI. Communications for CI Systems

14. Computational Intelligence for the Collaborative Identification of Distributed Systems
Giorgio Biagetti, Paolo Crippa, Francesco Gianfelici, Claudio Turchetti

15. Collaboration at the Basis of Sharing Focused Information: The Opportunistic Networks
Bruno Apolloni, Guglielmo Apolloni, Simone Bassis, Gian Luca Galliani, Gianpaolo Rossi

VII. Artificial Immune Systems

16. Exploiting Collaborations in the Immune System: The Future of Artificial Immune Systems
Emma Hart, Chris McEwan, Despina Davoudani

VIII. Parallel Evolutionary Algorithms

17. Evolutionary Computation: Centralized, Parallel or Collaborative
Heinz Mühlenbein

IX. CI for Clustering and Classification

18. Fuzzy Clustering of Likelihood Curves for Finding Interesting Patterns in Expression Profiles
Claudia Hundertmark, Lothar Jänsch, Frank Klawonn

19. A Hybrid Rule-Induction/Likelihood-Ratio Based Approach for Predicting Protein-Protein Interactions
Mudassar Iqbal, Alex A. Freitas, Colin G. Johnson

20. Improvements in Flock-Based Collaborative Clustering Algorithms
Esin Saka, Olfa Nasraoui

21. Combining Statistics and Case-Based Reasoning for Medical Research
Rainer Schmidt, Olga Vorobieva

22. Collaborative and Experience-Consistent Schemes of System Modelling in Computational Intelligence
Witold Pedrycz

Keywords: Engineering, Appl.Mathematics/Computational Methods of Engineering, Artificial Intelligence (incl. Robotics), Applications of Mathematics

Publication year
Intelligent Systems Reference Library
Technology, Energy, Traffic

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