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

By Akira Namatame,Shu-Heng Chen

ISBN-10: 0198708289

ISBN-13: 9780198708285

whereas the importance of networks in a variety of human habit and actions has a historical past so long as human's life, community information is a contemporary clinical phenomenon. The neologism community technological know-how is only one or twenty years previous. however, with this restricted time, community pondering has considerably reshaped the new improvement in economics, and just about all suggestions to real-world difficulties contain the community element.

This publication integrates agent-based modeling and community technology. it really is divided into 3 components, particularly, foundations, fundamental dynamics on and of social networks, and functions. The authors commence with the community foundation of agent-based types, referred to as mobile automata, and introduce a couple of 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 versions during which brokers persist with network-based
decision ideas. lower than the impression of the enormous development in community technology in overdue Nineteen Nineties, those types were prolonged from utilizing lattices into utilizing small-world networks, scale-free networks, and so forth. The textual content additionally exhibits that the fashionable community technology ordinarily pushed by way of game-theorists and
sociophysicists has encouraged agent-based social scientists to boost replacement formation algorithms, often called agent-based social networks. It stories a couple of pioneering and consultant types during this kinfolk. Upon the given origin, the second one half reports 3 fundamental types of community dynamics, corresponding to diffusions, cascades, and impacts. those basic dynamics are extra prolonged and enriched by means of sensible networks in goods-and-service markets, exertions markets, and
international exchange. on the finish, the e-book considers difficult concerns utilizing agent-based types of networks: community hazards and financial growth.

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


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