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Modeling and simulation of complex systems
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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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Modeling and simulation of complex systems, Robert Siegfried
- Language
- Released
- 2014
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- Title
- Modeling and simulation of complex systems
- Language
- English
- Authors
- Robert Siegfried
- Publisher
- Springer Vieweg
- Released
- 2014
- ISBN10
- 3658075287
- ISBN13
- 9783658075286
- Category
- Computers, IT, Programming
- Description
- 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.