New PDF release: Generative Social Science: Studies in Agent-Based

By Joshua M. Epstein

ISBN-10: 0691125473

ISBN-13: 9780691125473

Agent-based computational modeling is altering the face of social technological know-how. In Generative Social Science, Joshua Epstein argues that this robust, novel process allows the social sciences to fulfill a essentially new regular of rationalization, within which one "grows" the phenomenon of curiosity in a man-made society of interacting brokers: heterogeneous, boundedly rational actors, represented as mathematical or software program items. After elaborating this idea of generative clarification in a couple of overarching foundational chapters, Epstein illustrates it with examples selected from such far-flung fields as archaeology, civil clash, the evolution of norms, epidemiology, retirement economics, spatial video games, and organizational edition. In dependent bankruptcy preludes, he explains how those largely diversified modeling reports aid his sweeping case for generative explanation.

This booklet represents a robust consolidation of Epstein's interdisciplinary learn actions within the decade because the e-book of his and Robert Axtell's landmark quantity, Growing synthetic Societies. superbly illustrated, Generative Social Science incorporates a CD that includes lively videos of center version runs, and courses permitting clients to simply swap assumptions and discover types, making it a useful textual content for classes in modeling in any respect levels.

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Generative Social Science: Studies in Agent-Based Computational Modeling: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity) by Joshua M. Epstein


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