Agent-based simulation has become increasingly popular as a modeling approach in the social sciences because it enables researchers to build models where individual entities and their interactions are directly represented. The Second Edition of Nigel Gilbert′s Agent-Based Models introduces this technique; considers a range of methodological and theoretical issues; shows how to design an agent-based model, with a simple example; offers some practical advice about developing, verifying and validating agent-based models; and finally discusses how to plan an agent-based modelling project, publish the results and apply agent-based modeling to formulate and evaluate social and economic policies.
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The second edition of this popular book introduces agent-based modeling, an increasingly popular approach enabling researchers to build models where individual entities and their interactions are directly represented.
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Series Editor′s Introduction
Preface
Acknowledgments
About the Author
Chapter 1: The Idea of Agent-Based Modeling
1.1 Agent-Based Modeling
1.2 Some Examples
1.3 The Features of Agent-Based Modeling
1.4 Other Related Modeling Approaches
Chapter 2: Agents, Environments, and Timescales
2.1 Agents
2.2 Environments
2.3 Randomness
2.4 Time
2.5 Population Learning
Chapter 3: Designing an Agent-Based Model
3.1 Design Steps
3.2 An Example of Developing an Agent-Based Model
Chapter 4: Developing an Agent-Based Model
4.1 Modeling Toolkits, Libraries, Languages, Frameworks, and Environments
4.2 Using NetLogo to Build Models
4.3 Building the Collectivities Model Step by Step
4.4 Verification: Getting Rid of the Bugs
4.5 Validation
4.6 Techniques for Validation
Chapter 5: Using Agent-Based Models
5.1 Planning an Agent-Based Modeling Project
5.2 Reporting Agent-Based Model Research
5.3 Agent-Based Models for Public Policy
Resources
Societies and Associations
Journals
Mailing List and Web Sites
Glossary
References
Index
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The new edition of Agent-Based Models provides the same strong conceptual overview as the first edition, with significant updates and elaborations to reflect ten years of growth in this important approach to modeling.
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Produktdetaljer
ISBN
9781506355603
Publisert
2020-05-07
Utgave
2. utgave
Utgiver
Vendor
SAGE Publications Inc
Vekt
160 gr
Høyde
215 mm
Bredde
139 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
128
Forfatter