Modeling and Simulation of Complex Systems: A Framework for Efficient Agent-Based Modeling and Simulation
Robert Siegfried, "Modeling and Simulation of Complex Systems: A Framework for Efficient Agent-Based Modeling and Simulation"
English | ISBN: 3658075287 | 2014 | 248 pages | PDF | 1 MB
English | ISBN: 3658075287 | 2014 | 248 pages | PDF | 1 MB
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.