Agent zero toward neurocognitive foundations for generative social science.
The Final Volume of the Groundbreaking Trilogy on Agent-Based Modeling In 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 module...
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| Hlavní autor: | |
|---|---|
| Médium: | E-kniha Kniha |
| Jazyk: | angličtina |
| Vydáno: |
Princeton, N.J
Princeton University Press
2014
Princeton Univ. Press |
| Vydání: | 1 |
| Edice: | Princeton Studies in Complexity |
| Témata: | |
| ISBN: | 9780691158884, 0691158886, 1400848253, 9781400848256 |
| On-line přístup: | Získat plný text |
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- Agent zero : toward neurocognitive foundations for generative social science -- 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
- III.5. MEMORY -- III.6. COUPLINGS: ENTANGLEMENT OF PASSION AND REASON -- Mathematical Treatment -- III.7. ENDOGENOUS DYNAMICS OF CONNECTION STRENGTH -- Affective Homophily -- General Setup -- Agent-Based Model: Nonequlibrium Dynamics -- III.8. GROWING THE 2011 ARAB SPRING -- III.9. JURY PROCESSES -- Phase 1. Public Phase -- Phase 2. Courtroom Trial Phase -- Phase 3. Jury Phase -- III.10. EMERGENT DYNAMICS OF NETWORK STRUCTURE -- Network Structure Dynamics as a Poincaré Map -- Relation to Literature -- III.11. MULTIPLE SOCIAL LEVELS -- Agent_Zero as Witness to History -- III.12. THE 18TH BRUMAIRE OF AGENT_ZERO -- III.13. INTRODUCTION OF PRICES AND SEASONAL ECONOMIC CYCLES -- Prices -- A Christmas Story -- III.14. SPIRALS OF MUTUAL ESCALATION -- Part IV. Future Research and Conclusion -- IV.1. FUTURE RESEARCH -- IV.2. CONCLUSION -- Civil Violence -- Economics -- Health Behavior -- Psychology -- Jury Dynamics -- The Formation and Dynamics of Networks -- Mutual Escalation Dynamics -- Birth and Intergenerational Transmission -- IV.3. TOWARD NEW GENERATIVE FOUNDATIONS -- 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
- Cover -- Title -- Copyright -- Dedication -- Contents -- Foreword -- Preface -- Acknowledgments -- Introduction -- MOTIVATION -- Generate Social Dynamics -- A Core Target -- THE MODEL COMPONENTS -- MODEL OVERVIEW -- Skeletal Equation -- Specific Components -- ORGANIZATION -- Part I: Mathematical Model -- Part II: Agent-Based Model -- Part III: Extensions -- Replicability and Research Resources on the Princeton University Press Website -- Part IV: Future Research and Conclusions -- Part I. Mathematical Model -- I.1. THE PASSIONS: FEAR CONDITIONING -- Fear Circuitry and the Perils of Fitness -- Nomenclature of Conditioning -- The Rescorla-Wagner Model -- Social Examples -- Fear Extinction -- I.2. REASON: THE COGNITIVE COMPONENT -- I.3. THE SOCIAL COMPONENT -- Simple Version of the Core Target -- Examples of Fear Contagion -- Mechanisms of Fear Contagion -- Conformist Empirical Estimates -- Generalizing Rescorla-Wagner -- The Central Case -- Tolstoy: The First Agent Modeler -- A Mathematical Aside on Social Norms as Vector Fields -- Extinction of Majorities -- I.4. INTERIM CONCLUSIONS -- Part II. Agent-Based Computational Model -- Affective Component -- "Rational" Component -- Social Component -- Action -- Pseudocode -- II.1. COMPUTATIONAL PARABLES -- Parable 1: The Slaughter of Innocents through Dispositional Contagion -- Parable 2: Agent_Zero Initiates: Leadership as Susceptibility to Dispositional Contagion -- Run 3. Information Cuts Both Ways -- Run 4. A Day in the Life of Agent_Zero: How Affect and Probability Can Change on Different Time Scales -- Run 5. Lesion Studies -- Part III. Extensions -- III.1. ENDOGENOUS DESTRUCTIVE RADIUS -- III.2. AGE AND IMPULSE CONTROL -- III.3. FIGHT VS. FLIGHT -- Case 1: Fight -- Case 2: Flight -- Capital Flight -- III.4. REPLICATING THE LATANÉ-DARLEY EXPERIMENT -- Threshold Imputation -- The Dialogue
- Part IV. Future Research and Conclusion
- Appendix I. Threshold Imputation Bounds
- Index
- Appendix II. Mathematica Code
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- /
- Appendix III. Agent_Zero NetLogo Source Code
- Contents
- Foreword
- Acknowledgments
- Introduction
- Part III. Extensions
- References
- Frontmatter --
- Appendix IV. Parameter Settings for Model Runs
- Preface
- Part II. Agent-Based Computational Model
- Part I. Mathematical Model