Reflections on the simulation of complex systems for science

Fiona A.C. Polack, Paul S. Andrews, Teodor Ghetiu, Mark Read, Susan Stepney, Jon Timmis, Adam T. Sampson

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

16 Dyfyniadau (Scopus)

Crynodeb

In studying complex systems, agent-based simulations offer the possibility of directly modelling components in an environment. However, the scientific value of agent-based simulations has been limited by inadequate scientific rigour. The paper focuses on agent-based simulations that are used in biological and bio-medical research. Starting from a review of best practice in simulation engineering, the paper identifies some of the key activities in developing complex systems simulations that support scientific research, and how these contribute to the essential development of mutual trust among developers and scientists. Examples from the authors' own experience illustrate how a range of studies have manifested these key activities, and identifies some successes and problems encountered.

Iaith wreiddiolSaesneg
TeitlProceedings - 2010 15th IEEE International Conference on Engineering of Complex Computer Systems, ICECCS 2010
Tudalennau276-285
Nifer y tudalennau10
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2010
Digwyddiad15th IEEE International Conference on Engineering of Complex Computer Systems, ICECCS 2010 - Oxford, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon
Hyd: 22 Maw 201026 Maw 2010

Cyfres gyhoeddiadau

EnwProceedings of the IEEE International Conference on Engineering of Complex Computer Systems, ICECCS

Cynhadledd

Cynhadledd15th IEEE International Conference on Engineering of Complex Computer Systems, ICECCS 2010
Gwlad/TiriogaethTeyrnas Unedig Prydain Fawr a Gogledd Iwerddon
DinasOxford
Cyfnod22 Maw 201026 Maw 2010

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