Agent-based models:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne
SAGE
[2020]
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| Edition: | Second edition |
| Series: | Quantitative applications in the social sciences
153 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xv, 112 Seiten Illustrationen, Diagramme |
| ISBN: | 9781506355603 |
Staff View
MARC
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Record in the Search Index
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| adam_text | CONTENTS Series Editor’s Introduction x Preface xii Acknowledgments xiv About the Author xv Chapter 1: The Idea of Agent-Based Modeling 1.1 Agent-Based Modeling 1.1.1 A Computational Method 1.1.2 Experiments 1.1.3 Models 1.1.4 Agents 1.1.5 The Environment 1.2 Some Examples 1.2.1 Urban Models 1.2.2 Opinion Dynamics 1.2.3 Consumer Behavior 1.2.4 Industrial Networks 1.2.5 Supply Chain Management 1.2.6 Electricity Markets 1.2.7 Modeling Policy 1.2.8 Participative and Companion Modeling 1.3 The Features of Agent-Based Modeling 1.3.1 Ontological Correspondence 1.3.2 Heterogeneous Agents 1.3.3 Representation of the Environment 1.3.4 Agent Interactions 1.3.5 Bounded Rationality 1.3.6 Learning 1.4 Other Related Modeling Approaches 1.4.1 Microsimulation 1.4.2 System Dynamics 1.4.3 Discrete Event Simulation 1 1 2 2 3 5 6 6 6 8 10 11 12 13 14 15 16 16 16 17 17 17 18 18 18 20 22
Chapter 2: Agents, Environments, and Timescales 2.1 Agents 2.1.1 Agents as Objects 2.1.2 Production Rule Systems 2.1.3 Agents That Learn 2.1.4 Cognitive Models 2.2 Environments 2.2.1 Features ofEnvironments 2.2.2 Geography 2.3 Randomness 2.4 Time 2.5 Population Learning 24 24 24 26 27 27 30 31 31 33 34 36 Chapter 3: Designing an Agent-Based Model 3.1 Design Steps 3.2 An Example of Developing an Agent-Based Model 3.2.1 Macrolevel Features and Patterns 3.2.2 Microlevel Behavior 3.2.3 Designing a Model 38 38 43 44 46 47 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 4.5.1 Abstract Models 4.5.2 Middle-Range Models 4.5.3 Facsimile Models 4.5.4 Complexity 4.6 Techniques for Validation 4.6.1 Comparing Theory and the Model: Sensitivity Analysis 4.6.2 Comparing the Model and Empirical Data Appendix: The Features of Simulation Libraries and Environments 50 50 52 55 59 62 62 64 65 65 66 66 68 71
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 72 72 74 77 Resources Societies and Associations Journals Mailing List and Web Sites 79 79 79 80 Glossary 81 References 85 Index 109
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| bvnumber | BV046410322 |
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| ctrlnum | (OCoLC)1164648524 (DE-599)BVBBV046410322 |
| discipline | Soziologie Politologie |
| edition | Second edition |
| format | Book |
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| id | DE-604.BV046410322 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:43:53Z |
| institution | BVB |
| isbn | 9781506355603 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031822950 |
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| physical | xv, 112 Seiten Illustrationen, Diagramme |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | SAGE |
| record_format | marc |
| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences |
| spelling | Gilbert, G. Nigel 1950- Verfasser (DE-588)120353997 aut Agent-based models Nigel Gilbert, University of Surrey, United Kingdom Second edition Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne SAGE [2020] © 2020 xv, 112 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 153 Computersimulation (DE-588)4148259-1 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Mehragentensystem (DE-588)4389058-1 s Modellierung (DE-588)4170297-9 s Computersimulation (DE-588)4148259-1 s b DE-604 Quantitative applications in the social sciences 153 (DE-604)BV000005102 153 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031822950&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Gilbert, G. Nigel 1950- Agent-based models Quantitative applications in the social sciences Computersimulation (DE-588)4148259-1 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Mehragentensystem (DE-588)4389058-1 gnd Modellierung (DE-588)4170297-9 gnd |
| subject_GND | (DE-588)4148259-1 (DE-588)4055916-6 (DE-588)4389058-1 (DE-588)4170297-9 |
| title | Agent-based models |
| title_auth | Agent-based models |
| title_exact_search | Agent-based models |
| title_full | Agent-based models Nigel Gilbert, University of Surrey, United Kingdom |
| title_fullStr | Agent-based models Nigel Gilbert, University of Surrey, United Kingdom |
| title_full_unstemmed | Agent-based models Nigel Gilbert, University of Surrey, United Kingdom |
| title_short | Agent-based models |
| title_sort | agent based models |
| topic | Computersimulation (DE-588)4148259-1 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Mehragentensystem (DE-588)4389058-1 gnd Modellierung (DE-588)4170297-9 gnd |
| topic_facet | Computersimulation Sozialwissenschaften Mehragentensystem Modellierung |
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