Agent-based modeling and network dynamics:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Oxford
Oxford University Press
2016
|
| Edition: | First edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Hier auch später erschienene, unveränderte Nachdrucke |
| Physical Description: | viii, 332 Seiten Illustrationen, Diagramme |
| ISBN: | 9780198708285 |
Staff View
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Record in the Search Index
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| adam_text | Titel: Agent-based modeling and network dynamics
Autor: Namatame, Akira
Jahr: 2016
Contents
1 Introduction 1
1.1 Agent-Based Modeling: A Brief Historical Review 1
1.2 Agent Network Dynamics 6
1.3 Outline of the Book 11
2 Network Awareness in Agent-based Models 15
2.1 Network Awareness 15
2.2 First-Generation Models: Lattices 16
2.3 Second-Generation Models: Graphs 38
2.4 Additional Notes 63
3 Collective Dynamics of Adaptive Agents 68
3.1 Collectives 68
3.2 Binary Choices with Externalities 71
3.3 Adaptive Choices with Reinforcement 78
3.4 Network Effects on Adaptive Choices 86
4 Agent-Based Models of Social Networks 91
4.1 Introduction 91
4.2 Game Theory of Network Formation 92
4.3 Network Game Experiments 97
4.4 Agent-Based Modeling 104
4.5 The Skyrms-Pemantle Model 105
4.6 The Zimmermann-Eguiluz Model 110
4.7 The Zschache Model 114
4.8 The Bravo-Squazzoni-Boero Model 119
4.9 Network-based Trust Games 124
4.10 Toward a General Model of Network Dynamics 132
4.11 Additional Notes 133
5 Agent-Based Diffusion Dynamics 135
5.1 Social Diffusion 135
5.2 Diffusion Models 137
5.3 Maximizing and Minimizing Diffusion Thresholds 146
5.4 Comparison of Diffusion in Networks 150
5.5 Key Agents in Diffusion 155
6 Agent-Based Cascade Dynamics 162
6.1 Social Contagion and Cascade Phenomena 162
6.2 Threshold Model 166
6.3 Cascade Dynamics in Networks 172
6.4 Optimizing Cascades in Networks 181
6.5 Cascade Dynamics with Stochastic Rule 191
7 Agent-Based Influence Dynamics 196
7.1 Mutual Influence and Consensus 196
7.2 Opinion Dynamics and Influence Network 199
7.3 Consensus Formation in Networks 207
7.4 Optimal Networks for Fast and Slow Consensus 212
7.5 Network Intervention with Stubborn Agents 222
8 Economic and Social Networks in Reality 230
8.1 Buyer-Seller Networks 230
8.2 Labor Market Network 234
8.3 World Trade Network 246
8.4 Summary 252
9 Agent-Based Modeling of Networking Risks 253
9.1 Networking Risks 253
9.2 Systemic Risks 257
9.3 Cascading Failures and Defense Strategies 266
9.4 Gain from Risk Sharing 274
10 Agent-Based Modeling of Economic Crises 286
10.1 Agent-Based Economics 286
10.2 Model Descriptions 289
10.3 Simulation and Results 295
10.4 Evolving Credit Networks 305
References 309
Index 323
|
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| author | Namatame, Akira 1950- Chen, Shu-Heng 1959- |
| author_GND | (DE-588)130689904 (DE-588)121139662 |
| author_facet | Namatame, Akira 1950- Chen, Shu-Heng 1959- |
| author_role | aut aut |
| author_sort | Namatame, Akira 1950- |
| author_variant | a n an s h c shc |
| building | Verbundindex |
| bvnumber | BV043360383 |
| classification_rvk | MR 5900 QH 444 RB 10104 ST 230 |
| ctrlnum | (OCoLC)942717675 (DE-599)BSZ453060064 |
| discipline | Informatik Soziologie Wirtschaftswissenschaften Geographie |
| edition | First edition |
| format | Book |
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| id | DE-604.BV043360383 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:23:56Z |
| institution | BVB |
| isbn | 9780198708285 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028779617 |
| oclc_num | 942717675 |
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| physical | viii, 332 Seiten Illustrationen, Diagramme |
| publishDate | 2016 |
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| publisher | Oxford University Press |
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| spelling | Namatame, Akira 1950- Verfasser (DE-588)130689904 aut Agent-based modeling and network dynamics Akira Namatame (National Defense Academy, Japan), Shu-Heng Chen (National Chengchi University, Taiwan) Agent-based modelling and network dynamics First edition Oxford Oxford University Press 2016 viii, 332 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Hier auch später erschienene, unveränderte Nachdrucke Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd rswk-swf Computersimulation (DE-588)4148259-1 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 s Computersimulation (DE-588)4148259-1 s Netzwerkanalyse Soziologie (DE-588)4205975-6 s DE-604 Chen, Shu-Heng 1959- Verfasser (DE-588)121139662 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028779617&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Namatame, Akira 1950- Chen, Shu-Heng 1959- Agent-based modeling and network dynamics Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Computersimulation (DE-588)4148259-1 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| subject_GND | (DE-588)4205975-6 (DE-588)4148259-1 (DE-588)4389058-1 |
| title | Agent-based modeling and network dynamics |
| title_alt | Agent-based modelling and network dynamics |
| title_auth | Agent-based modeling and network dynamics |
| title_exact_search | Agent-based modeling and network dynamics |
| title_full | Agent-based modeling and network dynamics Akira Namatame (National Defense Academy, Japan), Shu-Heng Chen (National Chengchi University, Taiwan) |
| title_fullStr | Agent-based modeling and network dynamics Akira Namatame (National Defense Academy, Japan), Shu-Heng Chen (National Chengchi University, Taiwan) |
| title_full_unstemmed | Agent-based modeling and network dynamics Akira Namatame (National Defense Academy, Japan), Shu-Heng Chen (National Chengchi University, Taiwan) |
| title_short | Agent-based modeling and network dynamics |
| title_sort | agent based modeling and network dynamics |
| topic | Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Computersimulation (DE-588)4148259-1 gnd Mehragentensystem (DE-588)4389058-1 gnd |
| topic_facet | Netzwerkanalyse Soziologie Computersimulation Mehragentensystem |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028779617&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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