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A hybrid approach for the capacitated lot sizing problem with setup carryover

Goren, Hacer Guner; Tunali, Semra; Jans, Raf


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{
  "DOI": "10.1080/00207543.2011.559486", 
  "abstract": "The capacitated lot sizing problem with setup carryover deals with the issue of planning multiple products on a single machine. A setup can be carried over from one period to the next by incorporating the partial sequencing of the first and last product. This study proposes a novel hybrid approach by combining Genetic Algorithms (GAs) and a Fix-and-Optimise heuristic to solve the capacitated lot sizing problem with setup carryover. Besides this, a new initialisation scheme is suggested to reduce the solution space and to ensure a feasible solution. A comparative experimental study is carried out using some benchmark problem instances. The results indicate that the performance of the pure GAs improves when hybridised with the Fix-and-Optimise heuristic. Moreover, in terms of solution quality, promising results are obtained when compared with the recent results in the literature.", 
  "author": [
    {
      "family": "Goren", 
      "given": " Hacer Guner"
    }, 
    {
      "family": "Tunali", 
      "given": " Semra"
    }, 
    {
      "family": "Jans", 
      "given": " Raf"
    }
  ], 
  "container_title": "INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH", 
  "id": "86069", 
  "issue": "6", 
  "issued": {
    "date-parts": [
      [
        2012, 
        1, 
        1
      ]
    ]
  }, 
  "page": "1582-1597", 
  "title": "A hybrid approach for the capacitated lot sizing problem with setup carryover", 
  "type": "article-journal", 
  "volume": "50"
}
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