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- catalog abstract "Solving complex problems in real-world contexts, such as financial investment planning or mining large data collections, involves many different sub-tasks, each of which requires different techniques. To deal with such problems, a great diversity of intelligent techniques are available, including traditional techniques like expert systems approaches and soft computing techniques like fuzzy logic, neural networks, or genetic algorithms. These techniques are complementary approaches to intelligent information processing rather than competing ones, and thus better results in problem solving are achieved when these techniques are combined in hybrid intelligent systems. Multi-Agent Systems are ideally suited to model the manifold interactions among the many different components of hybrid intelligent systems. This book introduces agent-based hybrid intelligent systems and presents a framework and methodology allowing for the development of such systems for real-world applications. The authors focus on applications in financial investment planning and data mining.".
- catalog contributor b13183873.
- catalog contributor b13183874.
- catalog contributor b13183875.
- catalog created "2004.".
- catalog date "2004".
- catalog date "2004.".
- catalog dateCopyrighted "2004.".
- catalog description "Includes bibliographical references (pages 183-191) and index.".
- catalog description "Solving complex problems in real-world contexts, such as financial investment planning or mining large data collections, involves many different sub-tasks, each of which requires different techniques. To deal with such problems, a great diversity of intelligent techniques are available, including traditional techniques like expert systems approaches and soft computing techniques like fuzzy logic, neural networks, or genetic algorithms. These techniques are complementary approaches to intelligent information processing rather than competing ones, and thus better results in problem solving are achieved when these techniques are combined in hybrid intelligent systems. Multi-Agent Systems are ideally suited to model the manifold interactions among the many different components of hybrid intelligent systems. This book introduces agent-based hybrid intelligent systems and presents a framework and methodology allowing for the development of such systems for real-world applications. The authors focus on applications in financial investment planning and data mining.".
- catalog description "pt. I. Fundamentals of hybrid intelligent systems and agents -- 1. Introduction -- 2. Basics of hybrid intelligent systems -- 3. Basics of agents and multi-agent systems -- pt. II. Methodology and framework -- 4. Agent-oriented methodologies -- 5. Agent-based framework for hybrid intelligent systems -- 6. Matchmaking in middle agents.".
- catalog extent "xiv, 196 p. :".
- catalog identifier "3540209085 (softcover : alk. paper)".
- catalog isPartOf "Lecture notes in computer science ; 2938. Lecture notes in artificial intelligence".
- catalog isPartOf "Lecture notes in computer science ; 2938.".
- catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
- catalog issued "2004".
- catalog issued "2004.".
- catalog language "eng".
- catalog publisher "Berlin ; New York : Springer,".
- catalog subject "006.3/3 22".
- catalog subject "Artificial intelligence.".
- catalog subject "Computer science.".
- catalog subject "Database management.".
- catalog subject "Expert systems (Computer science)".
- catalog subject "Hybrid computers.".
- catalog subject "Information systems.".
- catalog subject "Intelligent agents (Computer software)".
- catalog subject "QA76.76.I58 Z43 2004".
- catalog subject "Soft computing.".
- catalog subject "Software engineering.".
- catalog tableOfContents "pt. I. Fundamentals of hybrid intelligent systems and agents -- 1. Introduction -- 2. Basics of hybrid intelligent systems -- 3. Basics of agents and multi-agent systems -- pt. II. Methodology and framework -- 4. Agent-oriented methodologies -- 5. Agent-based framework for hybrid intelligent systems -- 6. Matchmaking in middle agents.".
- catalog title "Agent-based hybrid intelligent systems : an agent-based fromework for complex problem solving / Zili Zhang, Chengqi Zhang".
- catalog type "text".