Generative social science studies in agent based computational modeling epstein joshua m. Generative Social Science : Joshua M. Epstein : 9780691125473 2019-02-10

Generative social science studies in agent based computational modeling epstein joshua m Rating: 4,1/10 209 reviews

Agent

generative social science studies in agent based computational modeling epstein joshua m

In elegant chapter preludes, he explains how these widely diverse modeling studies support his sweeping case for generative explanation. Epstein 146 Prelude to Chapter 8: Generating Classes without Conquest 175 Chapter 8: The Emergence of Classes in a Multi-Agent Bargaining Model by Robert L. 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. Epstein's book is a concise and well articulated defense of agent-based modeling. Epstein's book is a concise and well articulated defense of agent-based modeling. Epstein also gives clarity on cogent meta dialogues of what multiagent models are, what they are not and the how as well as the why.

Next

Generative Social Science: Studies in Agent

generative social science studies in agent based computational modeling epstein joshua m

In elegant chapter preludes, he explains how these widely diverse modeling studies support his sweeping case for generative explanation. Epstein 4 Prelude to Chapter 2: Confession of a Wandering Bark 47 Chapter 2: Remarks on the Foundations of Agent-Based Generative Social Science by Joshua M. Joshua Epstein is a virtuoso at using simple models to reveal surprising insights about the dynamics of a wide range of phenomena such as epidemics, status hierarchies, civil violence, and even the timing of retirement. Generative Social Science is essential reading for anyone seriously interested in the foundations and the practice of agent-based modeling. Epstein 228 Prelude to Chapter 11: Generating Patterns of Spontaneous Civil Violence 245 Chapter 11: Modeling Civil Violence: An Agent-Based Computational Approach by Joshua M.

Next

Epstein, J.: Generative Social Science: Studies in Agent

generative social science studies in agent based computational modeling epstein joshua m

The chapters address a stunningly wide range of problems, and each chapter has a distinctive and stimulating contribution to make. If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. Joshua Epstein, a pioneer of this approach, provides in Generative Social Science both a spirited defense of agent-based modeling and a dazzling display of the method's power. It is a highly professional book, comestible also by non-experts without giving up scientific rigour. General contact details of provider:. I am convinced that agent-based approaches to economics will become a major tool. Epstein is a Senior Fellow in Economic Studies at the Brookings Institution, a founding member of the Brookings-Johns Hopkins Center on Social and Economic Dynamics, and a member of the External Faculty of the Santa Fe Institute.

Next

Generative Social Science: Studies in Agent

generative social science studies in agent based computational modeling epstein joshua m

It also allows you to accept potential citations to this item that we are uncertain about. In elegant chapter preludes, he explains how these widely diverse modeling studies support his sweeping case for generative explanation. Generative Social Science is essential reading for anyone seriously interested in the foundations and the practice of agent-based modeling. Epstein 247 Prelude to Chapter 12: Generating Epidemic Dynamics 271 Chapter 12: Toward a Containment Strategy for Smallpox Bioterror: An Individual-Based Computational Approach by Joshua M. 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. View our Teaching Professors: To request a print examination copy for course consideration, please visit:. Joshua Epstein, a pioneer of this approach, provides in Generative Social Science both a spirited defense of agent-based modeling and a dazzling display of the method's power.

Next

Epstein, J.: Generative Social Science: Studies in Agent

generative social science studies in agent based computational modeling epstein joshua m

Parker, and Stephen McCarroll 90 Chapter 5: Population Growth and Collapse in a Multiagent Model of the Kayenta Anasazi in Long House Valley by Robert L. It'd be outside the scope of the book, but Epstein's defense of generativism has interesting conn An interesting overview of the possibilities opened by the use of agent-based computer simulations as a tool of social science inquiry. Probably because the author is fond of its subject matter, and manages to transfer his enthusiasm into the reader, the book may be read all at once, as a narrative. This collection of his papers exemplifies both the depth of his methodological positions and the fruitfulness of agent-based analysis. Readers will be broadened, challenged, provoked, and inspired. Reviews Epstein's generative manifesto is essential reading for anyone seriously interested in explaining social life. Epstein 130 Prelude to Chapter 7: Generating Patterns in the Timing of Retirement 144 Chapter 7: Coordination in Transient Social Networks: An Agent-Based Computational Model of the Timing of Retirement by Robert L.

Next

Generative Social Science : Joshua M. Epstein : 9780691125473

generative social science studies in agent based computational modeling epstein joshua m

Corrections All material on this site has been provided by the respective publishers and authors. The central argument and its illustrative applications present conceptual and methodological innovations that clearly have enormous potential. I am convinced that agent-based approaches to economics will become a major tool. The central argument and its illustrative applications present conceptual and methodological innovations that clearly have enormous potential. 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. This collection of his papers exemplifies both the depth of his methodological positions and the fruitfulness of agent-based analysis.

Next

Generative Social Science

generative social science studies in agent based computational modeling epstein joshua m

Hammond 75 Appendix to Chapter 3: Large Effect of a Subtle Rule Change 86 Prelude to Chapters 4-6: Generating Civilizations: The 1050 Project and the Artificial Anasazi Model 88 Chapter 4: Understanding Anasazi Culture Change through Agent-Based Modeling Jeffrey S. The writing is concise, accurate, balanced, and entertaining. Peyton Young 177 Prelude to Chapter 9: Generating Zones of Cooperation in the Prisoner's Dilemma Game 196 Chapter 9: Zones of Cooperation in Demographic Prisoner's Dilemma by Joshua M. Joshua Epstein is a virtuoso at using simple models to reveal surprising insights about the dynamics of a wide range of phenomena such as epidemics, status hierarchies, civil violence, and even the timing of retirement. The power of simple rules of local social interaction in generating explanations of complex social behavior is beautifully illustrated, most notably in the study of population fluctuations in Anasazi societies. It is a highly professional book, comestible also by non-experts without giving up scientific rigour.

Next

Epstein, J.: Generative Social Science: Studies in Agent

generative social science studies in agent based computational modeling epstein joshua m

He is the coauthor of Growing Artificial Societies: Social Science from the Bottom Up and the author of Nonlinear Dynamics, Mathematical Biology, and Social Science. For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Webmaster. Arrow, Stanford University Need textbooks? The new commentary that the author has added ties these together in a coherent whole illustrating this new approach to the social sciences. Epstein offers an undogmatic, balanced account of his project and methods and shows in what specific ways they can open up whole broad questions that are simply unapproachable with traditional methods. 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. Probably because the author is fond of its subject matter, and manages to transfer his enthusiasm into the reader, the book may be read all at once, as a narrative.

Next