Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity)

Joshua M. Epstein

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Language: English

Published by Princeton University Press, 2006

0691125473 / 9780691125473

Series: Book 4 of 16 - Princeton Studies in Complexity

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Part of the Princeton Studies in Complexity. A landmark text on generative social science and agent-based computational models. Used - good. Ships from the USA. Agent-based computational modeling is changing the face of social science. In Generative Social Science, Joshua Epstein argues that this powerful, novel technique permits the social sciences to meet a fundamentally new standard of explanation, in which one "grows" the phenomenon of interest in an artificial society of interacting agents: heterogeneous, boundedly rational actors, represented as mathematical or software objects. After elaborating this notion of generative explanation in a pair of overarching foundational chapters, Epstein illustrates it with examples chosen from such far-flung fields as archaeology, civil conflict, the evolution of norms, epidemiology, retirement economics, spatial games, and organizational adaptation. In elegant chapter preludes, he explains how these widely diverse modeling studies support his sweeping case for generative explanation. This book represents a powerful consolidation of Epstein's interdisciplinary research activities in the decade since the publication of his and Robert Axtell's landmark volume, Growing Artificial Societies. Beautifully illustrated, Generative Social Science includes a CD that contains animated movies of core model runs, and programs allowing users to easily change assumptions and explore models, making it an invaluable text for courses in modeling at all levels.…

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Title
Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity)
Author
Joshua M. Epstein
Publisher
Princeton University Press
Publication year
2006
Condition
Good
Binding
Hardcover
Language
English
ISBN 10
0691125473
ISBN 13
9780691125473
Series
Book 4 of 16: Princeton Studies in Complexity
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Galisteo Consulting Group Books

Galisteo Consulting Group Books

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