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Modeling and Simulation of Complex Systems: A Framework for Efficient Agent-Based Modeling and Simulation

Modeling and Simulation of Complex Systems: A Framework for Efficient Agent-Based Modeling and Simulation
Paperback
Author:
Robert Siegfried
Publisher:
Springer Vieweg
Release Date:
2014
ISBN-10:
3658075287
ISBN-13:
9783658075286
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About Modeling and Simulation of Complex Systems: A Framework for Efficient…

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.

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