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Soft Computing Agents : a New Perspective for Dynamic Information Systems.

In the last thirty years the researchers involved in the design of smart systems have continuously provided methodologies and technologies to deal with human and artificial behaviours. The study of intelligent machines is attested by an immense and growing literature and by a remarkable spin-off in...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: V. Loia (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: IOS Press 2003.
Temas:
Acceso en línea:Texto completo

MARC

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520 |a In the last thirty years the researchers involved in the design of smart systems have continuously provided methodologies and technologies to deal with human and artificial behaviours. The study of intelligent machines is attested by an immense and growing literature and by a remarkable spin-off in a wide range of innovative projects. Despite these efforts, intelligent-based systems design still remains a problem, especially from a performance as well as a complexity viewpoint. Recent advances in networking technology and the ubiquity of the Internet have opened new perspectives in software application improvement. This new scenario demands new paradigms to cope with computational models characterized by an unceasing dynamism, strong decentralization, and high unpredictability. The exciting potential of agent technology has deeply marked these last years as a winning strategy to address the issues cited before.; The book intends to divide the contributions into three basic directions: to present the state-of-the-art developments of soft computing -based agents; to examine the role of soft computing-based technology in various facets of agent design (problem-solving, autonomy, adaptivity, reactivity, communication, interaction); to cross-fertilize ideas on the soft computing perspective and the development of agent-based intelligent information systems. 
505 0 |a Cover -- Title page -- Foreword -- Preface -- Contents -- Chapter 1 Soft Computing Agents Based Distributed Intelligent Systems -- Chapter 2 Incremental Synchronous Learning for Embedded Agents Operating in Ubiquitous Computing Environments -- Chapter 3 Component Based Distributed Multi-Agent Architecture for Soft Computing -- Chapter 4 Similarity-based Knowledge Discovery for Web Information Retrieval -- Chapter 5 Collaborative Agents in Data Exploration -- Chapter 6 Semi-metric Behavior in Document Networks and its Application to Recommendation Systems. 
505 8 |a Chapter 7 A Modeling Tool for Intelligent-Agent Based Systems: the API-Calculus -- Chapter 8 Emergence of Holonic Enterprises from Multi-Agent Systems: A Fuzzy Evolutionary Approach -- Chapter 9 Emergent Coordination among Fuzzy Reinforcement Learning Agents -- Chapter 10 On Dynamic Domination for Fuzzy Causal Networks -- Author Index -- List of Authors. 
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650 0 |a Soft computing. 
650 0 |a Intelligent agents (Computer software) 
650 6 |a Informatique douce. 
650 6 |a Agents intelligents (Logiciels) 
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650 7 |a Soft computing  |2 fast 
700 1 |a V. Loia.  |4 edt 
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