Smart Modeling and Simulation for Complex Systems: Practice and Theory (Studies in Computational Intelligence)
暫譯: 複雜系統的智慧建模與模擬:實踐與理論(計算智慧研究)
- 出版商: Springer
- 出版日期: 2015-01-16
- 售價: $5,260
- 貴賓價: 9.5 折 $4,997
- 語言: 英文
- 頁數: 149
- 裝訂: Hardcover
- ISBN: 4431552081
- ISBN-13: 9784431552086
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商品描述
This book aims to provide a description of these new Artificial Intelligence technologies and approaches to the modeling and simulation of complex systems, as well as an overview of the latest scientific efforts in this field such as the platforms and/or the software tools for smart modeling and simulating complex systems. These tasks are difficult to accomplish using traditional computational approaches due to the complex relationships of components and distributed features of resources, as well as the dynamic work environments. In order to effectively model the complex systems, intelligent technologies such as multi-agent systems and smart grids are employed to model and simulate the complex systems in the areas of ecosystem, social and economic organization, web-based grid service, transportation systems, power systems and evacuation systems.
商品描述(中文翻譯)
本書旨在提供對這些新型人工智慧技術及其在複雜系統建模和模擬中的應用的描述,以及對該領域最新科學努力的概述,例如用於智能建模和模擬複雜系統的平台和/或軟體工具。由於組件之間的複雜關係、資源的分散特性以及動態工作環境,使用傳統計算方法來完成這些任務是非常困難的。為了有效地建模複雜系統,採用了智能技術,如多代理系統(multi-agent systems)和智能電網(smart grids),以在生態系統、社會與經濟組織、基於網路的網格服務、交通系統、電力系統和疏散系統等領域對複雜系統進行建模和模擬。