Download Agent-Based Modeling and Network Dynamics by Akira Namatame,Shu-Heng Chen PDF

By Akira Namatame,Shu-Heng Chen

whereas the importance of networks in quite a few human habit and actions has a heritage so long as human's life, community expertise is a up to date clinical phenomenon. The neologism community technological know-how is only one or twenty years outdated. however, with this constrained time, community considering has considerably reshaped the new improvement in economics, and just about all ideas to real-world difficulties contain the community element.

This ebook integrates agent-based modeling and community technological know-how. it really is divided into 3 components, specifically, foundations, fundamental dynamics on and of social networks, and purposes. The authors commence with the community starting place of agent-based types, often called mobile automata, and introduce a few vintage versions, reminiscent of Schelling's segregation version and Axelrod's spatial video game. The essence of the basis half is the network-based agent-based types within which brokers persist with network-based
decision principles. below the impact of the colossal development in community technology in overdue Nineties, those types were prolonged from utilizing lattices into utilizing small-world networks, scale-free networks, and so forth. The textual content additionally indicates that the fashionable community technological know-how typically pushed by means of game-theorists and
sociophysicists has encouraged agent-based social scientists to enhance replacement formation algorithms, referred to as agent-based social networks. It studies a few pioneering and consultant versions during this relatives. Upon the given beginning, the second one half experiences 3 basic different types of community dynamics, comparable to diffusions, cascades, and impacts. those basic dynamics are additional prolonged and enriched by way of useful networks in goods-and-service markets, exertions markets, and
international alternate. on the finish, the e-book considers not easy matters utilizing agent-based versions of networks: community dangers and monetary growth.

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