Produkt
KlappentextA 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.
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.
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.
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.
Details
Weitere ISBN/GTIN9781119403098
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis2 - DRM Adobe / Adobe Ebook Reader
FormatFormat mit automatischem Seitenumbruch (reflowable)
Verlag
Erscheinungsjahr2020
Erscheinungsdatum11.12.2020
Auflage1. Auflage
Seiten288 Seiten
SpracheEnglisch
Dateigrösse18893 Kbytes
Artikel-Nr.5513881
Rubriken
Genre9201