Modeling and Simulation of Complex Systems: A Framework for Efficient Agent-Based Modeling and Simulation
暫譯: 複雜系統的建模與模擬:高效能代理基礎建模與模擬框架
Robert Siegfried
- 出版商: Springer
- 出版日期: 2014-10-23
- 售價: $4,130
- 貴賓價: 9.5 折 $3,924
- 語言: 英文
- 頁數: 248
- 裝訂: Paperback
- ISBN: 3658075287
- ISBN-13: 9783658075286
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商品描述
Robert Siegfried presents a framework for efficient agent-based modeling and simulation of complex systems. He compares different approaches for describing structure and dynamics of agent-based models in detail. Based on this evaluation the author introduces the “General Reference Model for Agent-based Modeling and Simulation” (GRAMS). Furthermore he presents parallel and distributed simulation approaches for execution of agent-based models –from small scale to very large scale. The author shows how agent-based models may be executed by different simulation engines that utilize underlying hardware resources in an optimized fashion.
商品描述(中文翻譯)
羅伯特·西格弗里德(Robert Siegfried)提出了一個高效的基於代理的建模和模擬複雜系統的框架。他詳細比較了描述基於代理的模型結構和動態的不同方法。基於這一評估,作者介紹了“基於代理的建模和模擬通用參考模型”(General Reference Model for Agent-based Modeling and Simulation,簡稱 GRAMS)。此外,他還介紹了用於執行基於代理的模型的並行和分佈式模擬方法,從小規模到非常大規模。作者展示了如何通過不同的模擬引擎執行基於代理的模型,這些引擎以優化的方式利用底層硬體資源。