Wiley-IEEE Press Cultural Algorithms: Tools to Model Complex Dynamic Social Systems (IEEE Press Series on Computational Intelligence)

A thorough look at how societies can use cultural algorithms to understand human social evolutionFor 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 RunsHow to problem solve using social networks in cultural algorithms with auctionsUnderstanding Common Value Action to enhance Social Knowledge Distribution SystemsCase studies on team formationsAn exploration of virtual worlds using cultural algorithmsFor 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. From the Inside Flap A THOROUGH LOOK AT HOW SOCIETIES CAN USE CULTURAL ALGORITHMS TO UNDERSTAND HUMAN SOCIAL EVOLUTIONFor those working in computational intelligence, developing an understanding of how collective intelligence emerges from the interaction of human agents over time 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 for sustainable learning in dynamic environments. For such a vast topic, the text covers everything from the history of the development of cultural algorithms from the standpoint of Agent-Based modeling and Complex Systems. Readers will also learn how other nature-inspired algorithms can be expressed in a cultural context and how to use social metrics to assess the performance of various cultural algorithms. In addition to these topics, the book covers topics including: An overview of the Cultural Algorithms Toolkit (CAT) for prototyping Cultural Algorithms along with CAT Sample RunsProblem solving using social networks in cultural algorithms with auctionsMulti-layered deep social learning with subculturesUse of Formal Game Theory to enhance Social Knowledge Distributio in Cultural AlgorithmsCultural Learning as a Thermodynamic Process-the Cultural Engine as a vehicle for sustainable learningMulti-Objective problem solving in Cultural AlgorithmsCase studies on team formationsAn exploration of virtual worlds using Cultural AlgorithmsFor industry professionals or new students interested in the foundation of social intelligence, Cultural Algorithms provides an impactful and thorough look how collective intelligence can emerge over time and how human social evolution translates into the modern world. From the Back Cover A THOROUGH LOOK AT HOW SOCIETIES CAN USE CULTURAL ALGORITHMS TO UNDERSTAND HUMAN SOCIAL EVOLUTIONFor those working in computational intelligence, developing an understanding of how collective intelligence emerges from the interaction of human agents over time 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 for sustainable learning in dynamic environments. For such a vast topic, the text covers everything from the history of the development of cultural