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 numerous human habit and actions has a historical past so long as human's life, community information is a contemporary clinical phenomenon. The neologism community technology is only one or 20 years outdated. however, with this restricted time, community considering has considerably reshaped the hot improvement in economics, and just about all suggestions to real-world difficulties contain the community element.

This ebook integrates agent-based modeling and community technology. it really is divided into 3 components, particularly, foundations, basic dynamics on and of social networks, and purposes. The authors start with the community starting place of agent-based versions, referred to as mobile automata, and introduce a few vintage versions, comparable to Schelling's segregation version and Axelrod's spatial online game. The essence of the root half is the network-based agent-based versions within which brokers persist with network-based
decision principles. less than the impression of the titanic development in community technological know-how in overdue Nineteen Nineties, those versions were prolonged from utilizing lattices into utilizing small-world networks, scale-free networks, and so forth. The textual content additionally indicates that the trendy community technological know-how frequently pushed through game-theorists and
sociophysicists has encouraged agent-based social scientists to boost substitute formation algorithms, referred to as agent-based social networks. It studies a few pioneering and consultant types during this relations. Upon the given starting place, the second one half studies 3 fundamental sorts of community dynamics, equivalent to diffusions, cascades, and affects. those basic dynamics are additional prolonged and enriched through sensible networks in goods-and-service markets, exertions markets, and
international exchange. on the finish, the booklet considers tough matters utilizing agent-based versions of networks: community dangers and monetary growth.

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


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