Machine Learning Perspectives of Agent-Based Models Practical Applications to Economic Crises and Pandemics with Python, R, Netlogo and Julia /
This book provides an overview of agent-based modeling (ABM) and multi-agent systems (MAS), emphasizing their significance in understanding complex economic systems, with a special focus on the emerging properties of heterogeneous agents that cannot be deduced from the characteristics of individual...
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| Müşterek Yazar: | |
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| Diğer Yazarlar: | , , |
| Materyal Türü: | Elektronik Ekitap |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| Edisyon: | 1st ed. 2025. |
| Konular: | |
| Online Erişim: | https://doi.org/10.1007/978-3-031-73354-3 |
| Etiketler: |
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İçindekiler:
- Agent-Based Models and the Economics of Crisis
- The Machine Learning perspective
- Setting up Agent-Based Models of Crisis (Microeconomic Model of Crisis; Virus on a Network Spread Model)
- Developing models with Python and R.