The engineering of concurrent simulations of complex systems

Fiona A. C. Polack; Paul S. Andrews; Adam T. Sampson

doi:10.1109/CEC.2009.4982951

The engineering of concurrent simulations of complex systems

Fiona A. C. Polack
, Paul S. Andrews
, Adam T. Sampson

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

17 Citations (Scopus)

Abstract

Concurrent process-oriented programming is a natural medium for simulating complex systems, particularly systems where many simple omponents interact in an environment (which may itself be complex). There is little guidance for engineering complex systems simulation. In the context of simulation work to support immunological research, we explore relevant approaches to modelling, and draw on concepts from dependable and high-integrity systems engineering, including the emphasis on the need to validate all aspects of the simulation.

Original language	English
Title of host publication	2009 IEEE Congress on Evolutionary Computation
Publisher	IEEE
Pages	217-224
Number of pages	8
ISBN (Print)	9781424429585
DOIs	https://doi.org/10.1109/CEC.2009.4982951
Publication status	Published - 29 May 2009
Event	2009 IEEE Congress on Evolutionary Computation - Trondheim, Norway Duration: 18 May 2009 → 21 May 2009

Conference

Conference	2009 IEEE Congress on Evolutionary Computation
Abbreviated title	CEC 2009
Country/Territory	Norway
City	Trondheim
Period	18/05/09 → 21/05/09

ASJC Scopus subject areas

Artificial Intelligence
Computational Theory and Mathematics
Theoretical Computer Science

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10.1109/CEC.2009.4982951

Cite this

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title = "The engineering of concurrent simulations of complex systems",

abstract = "Concurrent process-oriented programming is a natural medium for simulating complex systems, particularly systems where many simple omponents interact in an environment (which may itself be complex). There is little guidance for engineering complex systems simulation. In the context of simulation work to support immunological research, we explore relevant approaches to modelling, and draw on concepts from dependable and high-integrity systems engineering, including the emphasis on the need to validate all aspects of the simulation.",

author = "Polack, \{Fiona A. C.\} and Andrews, \{Paul S.\} and Sampson, \{Adam T.\}",

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AU - Andrews, Paul S.

AU - Sampson, Adam T.

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N2 - Concurrent process-oriented programming is a natural medium for simulating complex systems, particularly systems where many simple omponents interact in an environment (which may itself be complex). There is little guidance for engineering complex systems simulation. In the context of simulation work to support immunological research, we explore relevant approaches to modelling, and draw on concepts from dependable and high-integrity systems engineering, including the emphasis on the need to validate all aspects of the simulation.

AB - Concurrent process-oriented programming is a natural medium for simulating complex systems, particularly systems where many simple omponents interact in an environment (which may itself be complex). There is little guidance for engineering complex systems simulation. In the context of simulation work to support immunological research, we explore relevant approaches to modelling, and draw on concepts from dependable and high-integrity systems engineering, including the emphasis on the need to validate all aspects of the simulation.

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U2 - 10.1109/CEC.2009.4982951

DO - 10.1109/CEC.2009.4982951

M3 - Conference contribution

AN - SCOPUS:70449926889

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BT - 2009 IEEE Congress on Evolutionary Computation

PB - IEEE

T2 - 2009 IEEE Congress on Evolutionary Computation

Y2 - 18 May 2009 through 21 May 2009

ER -

The engineering of concurrent simulations of complex systems

Abstract

Conference

ASJC Scopus subject areas

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