By Joshua M. Epstein
ISBN-10: 0691125473
ISBN-13: 9780691125473
Agent-based computational modeling is altering the face of social technology. In Generative Social Science, Joshua Epstein argues that this robust, novel procedure allows the social sciences to fulfill a essentially new usual of clarification, during which one "grows" the phenomenon of curiosity in a synthetic society of interacting brokers: heterogeneous, boundedly rational actors, represented as mathematical or software program items. After elaborating this proposal of generative rationalization 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 based bankruptcy preludes, he explains how those extensively diversified modeling experiences aid his sweeping case for generative explanation.
This booklet represents a robust consolidation of Epstein's interdisciplinary examine actions within the decade because the booklet of his and Robert Axtell's landmark quantity, Growing synthetic Societies. superbly illustrated, Generative Social Science contains a CD that comprises lively video clips of center version runs, and courses permitting clients to simply switch assumptions and discover versions, making it a useful textual content for classes in modeling in any respect levels.
Read or Download Generative Social Science: Studies in Agent-Based Computational Modeling: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity) PDF
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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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