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Evolutionary Simula...
Evolutionary Simulation Optimization of Personnel Scheduling
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- Andersson, Martin, 1981- (author)
- Högskolan i Skövde,Institutionen för ingenjörsvetenskap,Forskningscentrum för Virtuella system,Produktion och Automatiseringsteknik, Production and Automation Engineering
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- Syberfeldt, Anna (author)
- Högskolan i Skövde,Institutionen för ingenjörsvetenskap,Forskningscentrum för Virtuella system,Produktion och Automatiseringsteknik, Production and Automation Engineering
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- Ng, Amos (author)
- Högskolan i Skövde,Institutionen för ingenjörsvetenskap,Forskningscentrum för Virtuella system,Produktion och Automatiseringsteknik, Production and Automation Engineering
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- Bengtsson, Victor (author)
- Posten AB, Solna, Sweden
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(creator_code:org_t)
- Eurosis, 2014
- 2014
- English.
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In: 12th International Industrial Simulation Conference 2014. - : Eurosis. - 9789077381830 ; , s. 61-65
- Related links:
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https://www.eurosis....
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https://urn.kb.se/re...
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Abstract
Subject headings
Close
- 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.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Maskinteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Mechanical Engineering (hsv//eng)
Keyword
- Simulation
- optimization
- personnel scheduling
- hill climbing
- NSGA-II
- case study
- Technology
- Teknik
- Production and Automation Engineering
- Produktion och automatiseringsteknik
Publication and Content Type
- ref (subject category)
- kon (subject category)
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