Computational Intelligence (eBook, PDF)
Collaboration, Fusion and Emergence
Redaktion: Mumford, Christine L.
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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 vario...
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 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
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
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