Convergence and Knowledge Processing in Multi-Agent Systems
(Sprache: Englisch)
Agent systems are being used to model complex systems like societies, markets and biological systems. In this book we investigate issues of agent systems related to convergence and interactivity using techniques from agent based modelling to simulate...
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Agent systems are being used to model complex systems like societies, markets and biological systems. In this book we investigate issues of agent systems related to convergence and interactivity using techniques from agent based modelling to simulate complex systems, and demonstrate that interactivity/exchange and convergence in multi-agent systems are issues that are significantly interrelated.
Topic and features: - Introduces the state of the art in multi-agent systems, with an emphasis on agent-based computational economics. - Sheds light on the fundamental concepts behind the stability of multi-agent systems. - Investigates knowledge exchange among agents, the rationale behind it and its effects on the ecosystem. - Explores how information provided through interaction with the system can be used to optimise its performance. - Describes a pricing strategy for a realistic large-scale distributed system.
This book supplies a comprehensive resource and will be invaluable reading for researchers and postgraduates studying this topic.
Topic and features: - Introduces the state of the art in multi-agent systems, with an emphasis on agent-based computational economics. - Sheds light on the fundamental concepts behind the stability of multi-agent systems. - Investigates knowledge exchange among agents, the rationale behind it and its effects on the ecosystem. - Explores how information provided through interaction with the system can be used to optimise its performance. - Describes a pricing strategy for a realistic large-scale distributed system.
This book supplies a comprehensive resource and will be invaluable reading for researchers and postgraduates studying this topic.
Klappentext zu „Convergence and Knowledge Processing in Multi-Agent Systems “
Agent systems are being used to model complex systems like societies, markets and biological systems. In this book we investigate issues of agent systems related to convergence and interactivity using techniques from agent based modelling to simulate complex systems, and demonstrate that interactivity/exchange and convergence in multi-agent systems are issues that are significantly interrelated.Topic and features: - Introduces the state of the art in multi-agent systems, with an emphasis on agent-based computational economics. - Sheds light on the fundamental concepts behind the stability of multi-agent systems. - Investigates knowledge exchange among agents, the rationale behind it and its effects on the ecosystem. - Explores how information provided through interaction with the system can be used to optimise its performance. - Describes a pricing strategy for a realistic large-scale distributed system.
This book supplies a comprehensive resource and will be invaluable reading for researchers and postgraduates studying this topic.
Inhaltsverzeichnis zu „Convergence and Knowledge Processing in Multi-Agent Systems “
Research Issues.- Stability of Multi-agent Systems.- The Emergence of Knowledge Exchange: An Agent-based Model of a Software Market.- Collaborative Query Expansion.- Micro-economic Control of Distributed Intelligent Personal Assistants.- Conclusions and Future Work.
Bibliographische Angaben
- Autoren: Maria Chli , Philippe De Wilde
- 2009, 2009, XV, 143 Seiten, Maße: 16,3 x 24,4 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1848820623
- ISBN-13: 9781848820623
Sprache:
Englisch
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