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Soft Computing Agents: New Trends for Designing Autonomous Systems

✍ Scribed by Stan Franklin (auth.), Prof. Vincenzo Loia, Prof. Salvatore Sessa (eds.)

Publisher
Physica-Verlag Heidelberg
Year
2001
Tongue
English
Leaves
224
Series
Studies in Fuzziness and Soft Computing 75
Edition
1
Category
Library
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✦ Synopsis

In the existing literature the intersection of agent technology with soft computing is a very recent and attractive issue. The book is devoted to a unifying perspective of this topic. In contains contributions by well-known authors whose expertise is universally recognized in these crossing areas. Particular emphasis is devoted to advanced research projects involved with Web-related technologies.
Fundamental topics explored in this volume are: - formal theories and logics to represent and handle imprecise communications acts among communities of agents; - soft-computing approaches to define distributed problem-solving techniques to represent and reason about large-scale control systems; - decomposition of a complex system into autonomous or semiautonomous agents through evolutionary models; - enrichment of agent programming paradigm for cooperative soft-computing processing.

✦ Table of Contents

Front Matter....Pages I-VIII
β€œConscious” Software: A Computational View of Mind....Pages 1-45
Intelligent Agents in Granular Worlds....Pages 47-71
Controlling Effective Introns for Multi-Agent Learning by Means of Genetic Programming....Pages 73-87
TalkMine : A Soft Computing Approach to Adaptive Knowledge Recommendation....Pages 89-116
A Soft-Computing Distributed Artificial Intelligence Architecture for Intelligent Buildings....Pages 117-145
Towards a Multiagent Design Principle: Analyzing an Organizational-Learning Oriented Classifier System....Pages 147-168
A Human-Centered Approach for Intelligent Internet Applications....Pages 169-190
A Soft Computing Framework for Adaptive Agents....Pages 191-220

✦ Subjects

Artificial Intelligence (incl. Robotics)

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