Computational Intelligence: Collaboration, Fusion and Emergence: 1 (Intelligent Systems Reference Library) - Softcover

Softcover

ISBN 10: 3642242626 ISBN 13: 9783642242625

Verlag: Springer, 2011

Über diesen Titel

Reseña del editor:

This volume presents computer-based techniques that involve aspects of computational intelligence (CI). It proposes some practical and novel ways in which different CI techniques can be combined to produce powerful problem-solving environments.

Contraportada:

This book is the first in a new series entitled "Intelligent Systems Reference Library". It is a collection of chapters written by leading experts, covering a rich and diverse variety of computer-based techniques, all involving some aspect of computational intelligence (CI). Authors in this collection 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.

Fusion 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.

The book covers a wide range of cutting edge techniques and applications, and is divided into the following parts:

I. Introduction

II. Fusing evolutionary algorithms and fuzzy logic

III. Adaptive solution schemes

IV. Multi-agent systems

V. Computer vision

VI. Communication for CI systems

VII. Artificial immune systems

VIII. Parallel evolutionary algorithms

IX. CI for clustering and classification

Über diese Auflage

• Verlag: Springer
• Erscheinungsdatum: 2011
• ISBN 10: 3642242626
• ISBN 13: 9783642242625
• Einband: Tapa blanda
• Anzahl der Seiten: 748
• Herausgeber: Mumford Christine L.