Cultural Algorithms: Tools to Model Complex Dynamic Social Systems
暫譯: 文化演算法:建模複雜動態社會系統的工具
Reynolds, Robert G.
- 出版商: Wiley
- 出版日期: 2020-12-03
- 售價: $4,760
- 貴賓價: 9.5 折 $4,522
- 語言: 英文
- 頁數: 288
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119403081
- ISBN-13: 9781119403081
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相關分類:
Algorithms-data-structures
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相關主題
商品描述
A thorough look at how societies can use cultural algorithms to understand human social evolution
For those working in computational intelligence, developing an understanding of how cultural algorithms and social intelligence form the essential framework for the evolution of human social interaction is essential. This book, Cultural Algorithms: Tools to Model Complex Dynamic Social Systems, is the foundation of that study. It showcases how we can use cultural algorithms to organize social structures and develop socio-political systems that work.
For such a vast topic, the text covers everything from the history of the development of cultural algorithms and the basic framework with which it was organized. Readers will also learn how other nature-inspired algorithms can be expressed and how to use social metrics to assess the performance of various algorithms.
In addition to these topics, the book covers topics including:
● The CAT system including the Repast Simphony System and CAT Sample Runs
● How to problem solve using social networks in cultural algorithms with auctions
● Understanding Common Value Action to enhance Social Knowledge Distribution Systems
● Case studies on team formations
● An exploration of virtual worlds using cultural algorithms
For industry professionals or new students, Cultural Algorithms provides an impactful and thorough look at both social intelligence and how human social evolution translates into the modern world.
商品描述(中文翻譯)
深入探討社會如何利用文化演算法來理解人類社會演化
對於從事計算智能的人來說,了解文化演算法和社會智能如何形成人類社會互動演化的基本框架是至關重要的。本書《文化演算法:建模複雜動態社會系統的工具》是該研究的基礎。它展示了我們如何利用文化演算法來組織社會結構並發展有效的社會政治系統。
針對如此廣泛的主題,文本涵蓋了從文化演算法的發展歷史到其組織的基本框架的所有內容。讀者還將學習如何表達其他自然啟發的演算法,以及如何使用社會指標來評估各種演算法的性能。
除了這些主題外,本書還涵蓋了以下內容:
● CAT 系統,包括 Repast Simphony 系統和 CAT 樣本運行
● 如何利用社會網絡在文化演算法中解決拍賣問題
● 理解共同價值行動以增強社會知識分配系統
● 團隊組成的案例研究
● 使用文化演算法探索虛擬世界
對於行業專業人士或新生而言,《文化演算法》提供了對社會智能及人類社會演化如何轉化為現代世界的深刻而全面的見解。
作者簡介
DR. ROBERT G. REYNOLDS is a Professor of Computer Science at Wayne State University and a Visiting Research Scientist at the University of Michigan's Museum of Anthropology. In addition to serving as the Computational Intelligence Representative to the IEEE USA Research and Development Committee, he has also been an Associate Editor for eight Intelligent System and IEEE journals.
作者簡介(中文翻譯)
羅伯特·G·雷諾茲博士是韋恩州立大學的計算機科學教授,同時也是密西根大學人類學博物館的訪問研究科學家。除了擔任IEEE USA研究與發展委員會的計算智能代表外,他還擔任過八本智能系統及IEEE期刊的副編輯。