Modeling and Simulation of Complex Systems

Lieferzeit: Lieferbar innerhalb 14 Tagen

96,29 

A Framework for Efficient Agent-Based Modeling and Simulation

ISBN: 3658075287
ISBN 13: 9783658075286
Autor: Siegfried, Robert
Verlag: Springer Vieweg
Umfang: xix, 227 S., 27 s/w Illustr., 13 farbige Illustr., 227 p. 40 illus., 13 illus. in color.
Erscheinungsdatum: 23.10.2014
Auflage: 1/2015
Produktform: Kartoniert
Einband: Kartoniert

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. Contents – Basics of agent-based modeling and simulation Parallel and distributed multiagent simulation General Reference Model for AgentBased Modeling and Simulation Model partitioning and multilevel parallelization Example implementation and benchmarks  Target Groups – Scientists and students in the field of modeling and simulation Practitioners in modeling and simulation  About the AuthorRobert Siegfried is Senior Consultant for IT/M&S projects. He earned his doctorate in modeling and simulation at the Universität der Bundeswehr München. His research areas are agent-based modeling and simulation, distributed simulation, and quality management. He has worked on topics like model documentation and management, distributed simulation test beds, and process models. He is active member of the NATO Modeling and Simulation Group and the Simulation Interoperability Standards Organization.

Artikelnummer: 7223665 Kategorie:

Beschreibung

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.

Autorenporträt

Robert Siegfried is Senior Consultant for IT/M&S projects. He earned his doctorate in modeling and simulation at the Universität der Bundeswehr München. His research areas are agent-based modeling and simulation, distributed simulation, and quality management. He has worked on topics like model documentation and management, distributed simulation test beds, and process models. He is active member of the NATO Modeling and Simulation Group and the Simulation Interoperability Standards Organization.

Herstellerkennzeichnung:


Springer Vieweg in Springer Science + Business Media
Abraham-Lincoln-Straße 46
65189 Wiesbaden
DE

E-Mail: juergen.hartmann@springer.com

Das könnte Ihnen auch gefallen …