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

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 Age...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Siegfried, Robert (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2014.
Edition:1st ed. 2014.
Subjects:
Artificial intelligence.
Software engineering.
Artificial Intelligence.
Software Engineering.
Online Access:Texto Completo
Table of Contents:
  • 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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