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    "Computational Intelligence: Collaboration, Fusion and Emergence" by ed. Christine L.Mumford and Lakhmi C. Jain (Repost)

    Posted By: exLib
    "Computational Intelligence: Collaboration, Fusion and Emergence" by ed. Christine L.Mumford and Lakhmi C. Jain (Repost)

    "Computational Intelligence: Collaboration, Fusion and Emergence" by ed. Christine L.Mumford and Lakhmi C. Jain
    Intelligent Systems Reference Library, Volume 1
    Springer | 2009 | ISBN: 3642242626 3642017983 9783642017988 9783642017995 9783642242625 | 726 pages | PDF | 15 MB

    This book covers a rich and diverse variety of computer-based techniques, all involving some aspect of computational intelligence (CI). Authors recognize the limitations of individual paradigms, and propose some practical and novel ways in which different CI techniques can be combined with each other, or with more traditional computational techniques, to produce powerful problem-solving environments. Common themes to be found in the various chapters of this collection include the following: Fusion, Collaboration, and Emergence.

    This book describes the hybridization of two or more techniques, at least one of which will involve CI. Collaboration ensures that the different techniques work effectively together. Finally, Emergence refers to the phenomenon that complex behaviour can arise as a result of collaboration between simple processing elements.

    Contents
    Editors
    Preface
    Acknowledgments
    The chapters and themes of the book
    Part I Introduction
    Synergy in Computational Intelligence
    Computational Intelligence: The Legacy of Alan Turing and John von Neumann
    Part II Fusing Evolutionary Algorithms and Fuzzy Logic
    Multiobjective Evolutionary Algorithms for Electric Power Dispatch Problem
    Fuzzy Evolutionary Algorithms and Genetic Fuzzy Systems: A Positive Collaboration between Evolutionary Algorithms and Fuzzy Systems
    Multiobjective Genetic Fuzzy Systems
    Part III Adaptive Solution Schemes
    Exploring Hyper-heuristic Methodologies with Genetic Programming
    Adaptive Constraint Satisfaction: The Quickest First Principle
    Part IV Multi-Agent Systems
    Collaborative Computational Intelligence in Economics
    IMMUNE: A Collaborating Environment for Complex System Design
    Bayesian Learning for Cooperation in Multi-Agent Systems
    Collaborative Agents for Complex Problems Solving
    Part V Computer Vision
    Predicting Trait Impressions of Faces Using Classifier Ensembles
    The Analysis of Crowd Dynamics: From Observations to Modelling
    Part VI Communications for Cl Systems
    Computational Intelligence for the Collaborative Identification of Distributed Systems
    Collaboration at the Basis of Sharing Focused Information: The Opportunistic Networks
    Part VII Artificial Immune Systems
    Exploiting Collaborations in the Immune System: The Future of Artificial Immune Systems
    Part VIII Parallel Evolutionary Algorithms
    Evolutionary Computation: Centralized. Parallel or Collaborative
    Part IX Cl for Clustering and Classification
    Fuzzy Clustering of Likelihood Curves for Finding Interesting Patterns in Expression Profiles
    A Hybrid Rule-lnduction/Likelihood-Ratio Based Approach for Predicting Protein-Protein Interactions
    Improvements in Flock-Based Collaborative Clustering Algorithms
    Combining Statistics and Case-Based Reasoning for Medical Research
    Collaborative and Experience-Consistent Schemes of System Modelling in Computational Intelligence
    Index
    with TOC BookMarkLinks