eBook - Cultural Algorithms : Tools to Model Complex Dynamic Social Systems
Available Exclusively as an eBook | Part of the AI eBook Collection | Only for Institutional Purchase | Publication Year: 2021
Description
Cultural Algorithms explores how societies can use cultural algorithms to model complex social systems and human social evolution. It covers the development of cultural algorithms, problem-solving using social networks, social knowledge distribution, team formation case studies, and virtual world exploration. The book is aimed at industry professionals and students in computational intelligence and social dynamics.
Table of Contents
1 System Design Using Cultural Algorithms 1Robert G. Reynolds Introduction
2 The Cultural Algorithm Toolkit System
3 Social Learning in Cultural Algorithms with Auctions
4 Using Common Value Auction in Cultural Algorithm to Enhance Robustness and Resilience of Social Knowledge Distribution Systems
5 Optimizing AI Pipelines: A Game-Theoretic Cultural Algorithms Approach
6 Cultural Algorithms for Social Network Analysis: Case Studies in Team Formation
7 Evolving Emergent Team Strategies in Robotic Soccer using Enhanced Cultural Algorithms
8 The Use of Cultural Algorithms to Learn the Impact of Climate on Local Fishing Behavior in Cerro Azul, Peru
9 CAPSO: A Parallelized Multiobjective Cultural Algorithm Particle Swarm Optimizer
10 Exploring Virtual Worlds with Cultural Algorithms: Ancient Alpena-Amberley Land Bridge