Robert Siegfried
Modeling and Simulation of Complex Systems
A Framework for Efficient Agent-Based Modeling and Simulation
Paperback Engels 2014 2014e druk 9783658075286
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Samenvatting
Robert Siegfried presents a framework for efficient agent-based modeling and simulation of complex systems. He compares different approaches for describing structure and dynamics of agent-based models in detail. Based on this evaluation the author introduces the “General Reference Model for Agent-based Modeling and Simulation” (GRAMS). Furthermore he presents parallel and distributed simulation approaches for execution of agent-based models –from small scale to very large scale. The author shows how agent-based models may be executed by different simulation engines that utilize underlying hardware resources in an optimized fashion.
Specificaties
ISBN13:9783658075286
Taal:Engels
Bindwijze:paperback
Aantal pagina's:227
Uitgever:Springer Fachmedien Wiesbaden
Druk:2014
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Lezersrecensies
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Inhoudsopgave
Introduction.- Preliminaries and related work: Agent-based modeling and simulation, Parallel and distributed multi-agent simulation, Summary.- Effective and efficient model development: The need for a reference model for agent-based modeling and simulation, GRAMS – General Reference Model for Agent-based Modeling and Simulation, Summary.- Effective model execution: Model partitioning and multi-level parallelization, Example implementation of GRAMS, Summary.- Conclusions.
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