Agent-Based Spatial Simulation with NetLogo Volume 1(Hardcover)
暫譯: 基於代理的空間模擬:NetLogo 第1卷(精裝版)
Arnaud Banos, Christophe Lang, Nicolas Marilleau
- 出版商: Morgan Kaufmann
- 出版日期: 2015-08-19
- 售價: $5,590
- 貴賓價: 9.5 折 $5,311
- 語言: 英文
- 頁數: 278
- 裝訂: Hardcover
- ISBN: 1785480553
- ISBN-13: 9781785480553
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商品描述
Agent-based modeling is a flexible and intuitive approach that is close to both data and theories, which gives it a special position in the majority of scientific communities. Agent models are as much tools of understanding, exploration and adaptation as they are media for interdisciplinary exchange. It is in this kind of framework that this book is situated, beginning with agent-based modeling of spatialized phenomena with a methodological and practical orientation. Through a governing example, taking inspiration from a real problem in epidemiology, this book proposes, with pedagogy and economy, a guide to good practices of agent modeling. The reader will thus be able to understand and put the modeling into practice and acquire a certain amount of autonomy.
Featuring the following well-known techniques and tools:
- Modeling, such as UML
- Simulation, such as the NetLogo platform
- Exploration methods
- Adaptation using participative simulation
商品描述(中文翻譯)
代理基礎建模是一種靈活且直觀的方法,與數據和理論密切相關,使其在大多數科學社群中佔有特殊地位。代理模型既是理解、探索和適應的工具,也是跨學科交流的媒介。本書正是在這樣的框架下進行,從方法論和實踐的角度開始探討空間化現象的代理基礎建模。通過一個治理範例,靈感來自流行病學中的一個真實問題,本書以教學和經濟的方式提出了代理建模的良好實踐指南。讀者將能夠理解並將建模付諸實踐,並獲得一定的自主性。
本書包含以下知名技術和工具:
- 建模,例如 UML
- 模擬,例如 NetLogo 平台
- 探索方法
- 使用參與式模擬進行適應