Towards a theory of economic value for modeling and simulation: Incremental cost of parallel simulation (WIP)

James Nutaro, Bernard P. Zeigler

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

A useful perspective on the economic value of simulation in engineering comes from considering the role simulation plays in constructing a system. We propose a conceptual model that combines an embryonic concept of the value of an information bit with cost estimation tools used in software engineering. The model provides an economic justification for the common conception that models should be built to address specific questions rather than to comprehensively represent a referent system. Extending these ideas, we offer a model for the incremental value of parallel execution to explain why simulation applications that take advantage of sophisticated parallel discrete event simulation tools form a relatively narrow niche despite the ubiquity of parallel computing hardware. The proposed model enables us to bring value of information criteria into model development and to make predictions about the future of parallel simulation applications.

Original languageEnglish
Title of host publicationProceedings - 4th International Conference of Computing for Engineering and Sciences, ICCES 2018
PublisherAssociation for Computing Machinery
ISBN (Print)9781450364478
StatePublished - Jul 6 2018
Event4th International Conference of Computing for Engineering and Sciences, ICCES 2018 - Kuala Lumpur, Malaysia
Duration: Jul 14 2018Jul 16 2018

Publication series

NameACM International Conference Proceeding Series

Conference

Conference4th International Conference of Computing for Engineering and Sciences, ICCES 2018
Country/TerritoryMalaysia
CityKuala Lumpur
Period07/14/1807/16/18

Keywords

  • Economics
  • Parallel DEVS
  • Parallel computing
  • Simulation
  • Value of information

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