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Agent zero : toward neurocognitive foundations for generative social science / / Joshua M. Epstein



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Autore: Epstein Joshua M. <1951-> Visualizza persona
Titolo: Agent zero : toward neurocognitive foundations for generative social science / / Joshua M. Epstein Visualizza cluster
Pubblicazione: Princeton, New Jersey ; ; Oxfodshire, England : , : Princeton University Press, , 2013
©2013
Edizione: Course Book
Descrizione fisica: 1 online resource (268 p.)
Disciplina: 300.1
Soggetto topico: Social sciences - Computer simulation
Social sciences - Mathematical models
Soggetto non controllato: Agent_Zero
Latané-Darley experiment
Rescorla-Wagner model
affective component
agent-based modeling
bounded rationality
civil violence
cognitive component
cognitive neuroscience
computational model
conditioning
connection strength
disposition
dispositional contagion
economics
endogenous destructive radii
extensions
extinction
fear
fight vs. flight
generative minimalism
generative social science
health behavior
mathematical model
memory
mutual escalation spirals
mutual escalation
network science
network structure
neuroscience
numerical cartography
passions
prices
probability estimation
probability
public health
reason
replicability
social component
social conflict
social influence
social philosophy
software
theoretical entity
Classificazione: ST 650
Note generali: Description based upon print version of record.
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: Frontmatter -- Contents -- Foreword -- Preface -- Acknowledgments -- Introduction -- Part I. Mathematical Model -- Part II. Agent-Based Computational Model -- Part III. Extensions -- Part IV. Future Research and Conclusion -- Appendix I. Threshold Imputation Bounds -- Appendix II. Mathematica Code -- Appendix III. Agent_Zero NetLogo Source Code -- Appendix IV. Parameter Settings for Model Runs -- References -- Index
Sommario/riassunto: The Final Volume of the Groundbreaking Trilogy on Agent-Based ModelingIn this pioneering synthesis, Joshua Epstein introduces a new theoretical entity: Agent_Zero. This software individual, or "agent," is endowed with distinct emotional/affective, cognitive/deliberative, and social modules. Grounded in contemporary neuroscience, these internal components interact to generate observed, often far-from-rational, individual behavior. When multiple agents of this new type move and interact spatially, they collectively generate an astonishing range of dynamics spanning the fields of social conflict, psychology, public health, law, network science, and economics.Epstein weaves a computational tapestry with threads from Plato, Hume, Darwin, Pavlov, Smith, Tolstoy, Marx, James, and Dostoevsky, among others. This transformative synthesis of social philosophy, cognitive neuroscience, and agent-based modeling will fascinate scholars and students of every stripe. Epstein's computer programs are provided in the book or on its Princeton University Press website, along with movies of his "computational parables.?Agent_Zero is a signal departure in what it includes (e.g., a new synthesis of neurally grounded internal modules), what it eschews (e.g., standard behavioral imitation), the phenomena it generates (from genocide to financial panic), and the modeling arsenal it offers the scientific community. For generative social science, Agent_Zero presents a groundbreaking vision and the tools to realize it.
Titolo autorizzato: Agent zero  Visualizza cluster
ISBN: 1-4008-4825-3
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910811762603321
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Serie: Princeton Studies in Complexity