Self-organizing Coalitions for Managing Complexity: Agent-based Simulation of Evolutionary Game Theory Models using Dynamic Social Networks for ... (Emergence, Complexity and Computation)
暫譯: 自組織聯盟管理複雜性:基於代理的演化博弈理論模型模擬,使用動態社交網絡進行...(出現、複雜性與計算)
Juan C. Burguillo
- 出版商: Springer
- 出版日期: 2017-12-22
- 售價: $7,920
- 貴賓價: 9.5 折 $7,524
- 語言: 英文
- 頁數: 343
- 裝訂: Hardcover
- ISBN: 3319698966
- ISBN-13: 9783319698960
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商品描述
This book provides an interdisciplinary approach to complexity, combining ideas from areas like complex networks, cellular automata, multi-agent systems, self-organization and game theory. The first part of the book provides an extensive introduction to these areas, while the second explores a range of research scenarios. Lastly, the book presents CellNet, a software framework that offers a hands-on approach to the scenarios described throughout the book.
In light of the introductory chapters, the research chapters, and the CellNet simulating framework, this book can be used to teach undergraduate and master’s students in disciplines like artificial intelligence, computer science, applied mathematics, economics and engineering. Moreover, the book will be particularly interesting for Ph.D. and postdoctoral researchers seeking a general perspective on how to design and create their own models.
商品描述(中文翻譯)
本書提供了一種跨學科的複雜性研究方法,結合了複雜網絡、細胞自動機、多代理系統、自我組織和博弈論等領域的觀點。書的第一部分對這些領域進行了廣泛的介紹,而第二部分則探討了一系列研究情境。最後,本書介紹了 CellNet,一個提供實作方法的軟體框架,針對書中描述的情境進行模擬。
考慮到引言章節、研究章節以及 CellNet 模擬框架,本書可用於教授本科生和碩士生,涵蓋人工智慧、計算機科學、應用數學、經濟學和工程等學科。此外,本書對於尋求設計和創建自己模型的一般視角的博士生和博士後研究人員特別有趣。