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Intelligent Complex Adaptive Systems [Hardcover]

Ang Yang (Author, Editor), Yin Shan (Editor)

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Book Description

March 28, 2008 1599047179 978-1599047171 1
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.


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About the Author

Ang Yang joined the Division of Land and Water at the Commonwealth Scientific and Industrial Research Organisation (CSIRO) in 2007. Dr.Yang holds a Ph.D in Computer Science (UNSW, Australia), a MInfoSc in Information Systems (Massey University, New Zealand), a MSc in Environmental Geography (Nanjing University, China), a BSc in Ecology & Environmental Biology (Ocean University of China, China). His current research interests include complex adaptive systems, multi-agent systems, modelling and simulation, evolutionary computation, network theory and web-based intelligent systems.

Yin Shan is with Medicare Australia as a Senior Review Assessment Officer, working on data mining and machine learning applications on medical data. He previously worked as a Scientific Programmer in the Australian National University and a postdoctoral research fellow in the University of New South Wales, Australia. He received his Ph.D in Computer Science from the University of New South Wales, in 2005 and his M.Sc and B.Sc in Computer Science from Wuhan University, China in 1999 and 1996, respectively. His main interests are Evolutionary Computation, in particular Genetic Programming and its applications.


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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
ontological reflections, evolutionary computation, adaptive agents, emergent behavioral specialization, collective behavior tasks, information conserving loops, meso trajectory, artificial complex adaptive systems, dynamical robustness, structural feedback loops, carrying complexity, collective behavior systems, intelligent complex adaptive systems, realised portion, frozen nodes, discontinuous cycles, plan composer, intrinsic emergence, state space attractors, qualitative renewal, divergent calculations, dynamic robustness, weak emergence, reductive study, catastrophic jumps
Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Method of Systems Potential, Agent-Based Computational Social Science, Biologically Inspired Collective Behavior Systems, Emergence of Creativity, Cambridge University Press, Artificial Life, Central Processing, Sensory Information Bottleneck, Economic Systems, The Allocation of Complexity, Oxford University Press, International Relations, Springer Verlag, International Conference, Santa Fe Institute, Adaptive Behavior, Princeton University Press, Cold War, International Studies Quarterly, World War, Sciences of Complexity, University of Chicago Press, European Conference, Philosophy of Science
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Front Cover | Table of Contents | First Pages | Index | Surprise Me!
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