Agent-Based Modeling and Network Dynamics - download pdf or read online

By Akira Namatame,Shu-Heng Chen

ISBN-10: 0198708289

ISBN-13: 9780198708285

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

This publication integrates agent-based modeling and community technological know-how. it really is divided into 3 elements, specifically, foundations, basic dynamics on and of social networks, and functions. The authors commence with the community foundation of agent-based versions, often called mobile automata, and introduce a couple of vintage types, reminiscent of Schelling's segregation version and Axelrod's spatial video game. The essence of the root half is the network-based agent-based types during which brokers keep on with network-based
decision ideas. less than the impact of the massive growth in community technology in past due Nineteen Nineties, those versions were prolonged from utilizing lattices into utilizing small-world networks, scale-free networks, and so on. The textual content additionally indicates that the fashionable community technological know-how as a rule pushed via game-theorists and
sociophysicists has encouraged agent-based social scientists to boost substitute formation algorithms, referred to as agent-based social networks. It experiences a couple of pioneering and consultant versions during this kin. Upon the given starting place, the second one half studies 3 fundamental different types of community dynamics, corresponding to diffusions, cascades, and impacts. those basic dynamics are extra prolonged and enriched via functional networks in goods-and-service markets, exertions markets, and
international alternate. on the finish, the ebook considers not easy 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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