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Evolutionary Simulation Optimization of Personnel Scheduling
University of Skövde, School of Engineering Science. University of Skövde, The Virtual Systems Research Centre. (Produktion och Automatiseringsteknik)
University of Skövde, School of Engineering Science. University of Skövde, The Virtual Systems Research Centre. (Produktion och Automatiseringsteknik)
University of Skövde, School of Engineering Science. University of Skövde, The Virtual Systems Research Centre. (Produktion och Automatiseringsteknik)ORCID iD: 0000-0003-0111-1776
Posten AB, Solna, Sweden.
2014 (English)In: Industrial Simulation Conference, Skövde, June 11-13, 2014, Eurosis , 2014, 61-65 p.Conference paper, (Refereed)
Abstract [en]

This paper presents a simulation-optimization system for personnel scheduling. The system is developed for the Swedish postal services and aims at finding personnel schedules that minimizes both total man hours and the administrative burden of the person responsible for handling schedules. For the optimization, the multi-objective evolutionary algorithm NSGA-II is implemented. The simulation-optimization system is evaluated on a real-world test case and results from the evaluation shows that the algorithm is successful in optimizing the problem.

Place, publisher, year, edition, pages
Eurosis , 2014. 61-65 p.
Keyword [en]
Simulation, optimization, personnel scheduling, hill climbing, NSGA-II, case study
National Category
Engineering and Technology
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-9392ISBN: 978-90-77381-83-0 OAI: oai:DiVA.org:his-9392DiVA: diva2:722818
Conference
ISC'2014, 12th Annual Industrial Simulation Conference, June 11-13, 2014, University of Skövde, Skövde, Sweden
Projects
Blixtsim
Funder
Knowledge Foundation
Available from: 2014-06-09 Created: 2014-06-09 Last updated: 2015-12-18Bibliographically approved

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CiteExportLink to record
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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
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Output format
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  • asciidoc
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