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Title:
Applications of complex adaptive systems
Publication Information:
Hershey, PA : IGI Publishing, 2008
Physical Description:
xiii, 338 p. : ill. ; 26 cm.
ISBN:
9781599049625
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30000010195784 HM484 A67 2008 Open Access Book Book
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Summary

Summary

The universe is a massive system of systems - for example, ecological systems, social systems, commodity and stock markets. These systems are complex, constantly adapting to their environment, and many are essential to the very existence of human beings. To fully understand these systems, complex adaptive systems research uses systemic inquiry to build multi-level and multidisciplinary representations of reality to study these systems.""Applications of Complex Adaptive Systems"" provides a global view of the most up-to-date research on the strategies, applications, practice, and implications of complex adaptive systems, to better understand the various critical systems that surround human life. Researchers working in the field of complex adaptive systems and related fields such as machine learning and artificial intelligence, multi-agent systems, and data mining, as well as professionals in related applications such as defense, bioinformatics, and sociology will find this book an indispensable, state-of-the-art reference.


Table of Contents

Raymond Chiong and Lubo JankovicStefano De Luca and Walter QuattrociocchiTerry BossomaierMario Negrello and Martin Huelse and Frank PasemannNazmun N. Ratna and Anne Dray and Pascal Perez and R. Quentin Grafton and Tom KompasTeresa SatterfieldPaolo Turrini and Mario Paolucci and Rosaria ConteCarl Henning Reschke and Sascha KrausJan Sudeikat and Wolfgang RenzAlexander Outkin and Silvio Flaim and Andy Seirp and Julia GavrilovKimberly HollomanKatia Sycara and Paul Scerri and Anton Chechetka
Forewordp. vi
Prefacep. viii
Section I Techniques
Chapter I Agent Strategies in Economy Marketp. 1
Chapter II Dynamic Contexts and Concepts as a Set of State Variations Under Emerging Functions: A Logical Model for Evolving Ontologies and Autopoietic Multi-Agent Systemsp. 34
Chapter III Cellular Automatap. 57
Chapter IV Adaptive Neurodynamicsp. 85
Section II Applications
Chapter V Innovation Diffusion Among Heterogeneous Agents: Exploring Complexity with Agent-Based Modelling (ABM)p. 113
Chapter VI Unique Applications of Multi-Agent Models in Uncovering Language Learning Processesp. 142
Chapter VII The Intelligence of Rumors: A Cross-Methodological Approach to Social Belief Dynamicsp. 174
Chapter VIII Strategic Management, Evolutionary Economics, and Complex Adaptive Systemsp. 206
Chapter IX Building Complex Adaptive Systems: On Engineering Self-Organizing Multi-Agent Systemsp. 229
Chapter X FinSim: A Framework for Modeling Financial System Interdependenciesp. 257
Chapter XI Complex Adaptive Systems Theory and Military Transformationp. 278
Chapter XII Insights into the Impact of Social Networks on Evolutionary Gamesp. 306
About the Contributorsp. 324
Indexp. 332