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On-line Instrumentation for Simulation-based Optimization
University of Skövde, School of Technology and Society.ORCID iD: 0000-0003-3973-3394
University of Skövde, School of Technology and Society.ORCID iD: 0000-0003-0111-1776
University of Skövde, School of Technology and Society.
2006 (English)In: Proceedings of the Winter Simulation Conference, 2006: WSC 06, IEEE Press, 2006, 304-311 p.Conference paper, (Refereed)
Abstract [en]

Traditionally, a simulation-based optimization (SO) system is designed as a black-box in which the internal details of the optimization process is hidden from the user and only the final optimization solutions are presented. As the complexity of the SO systems and the optimization problems to be solved increases, instrumentation - a technique for monitoring and controlling the SO processes - is becoming more important. This paper proposes a white-box approach by advocating the use of instrumentation components in SO systems, based on a component-based architecture. This paper argues that a number of advantages, including efficiency enhancement, gaining insight from the optimization trajectories and higher controllability of the SO processes, can be brought out by an on-line instrumentation approach. This argument is supported by the illustration of an instrumentation component developed for a SO system designed for solving real-world multi-objective operation scheduling problems

Place, publisher, year, edition, pages
IEEE Press, 2006. 304-311 p.
Keyword [en]
real-world multi-objective operation scheduling problems, simulation-based optimization problems, online instrumentation, component-based architecture, controllability
Identifiers
URN: urn:nbn:se:his:diva-1962DOI: 10.1109/WSC.2006.323087ISI: 000246261200035Scopus ID: 2-s2.0-46149088731ISBN: 1-4244-0501-7 OAI: oai:DiVA.org:his-1962DiVA: diva2:32238
Conference
2006 Winter Simulation Conference, WSC, Monterey, CA, United States, 3 December 2006 through 6 December 2006
Available from: 2008-04-11 Created: 2008-04-11 Last updated: 2015-12-21Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf