Dergi makalesi Açık Erişim

An efficient computational method for a stochastic dynamic lot-sizing problem under service-level constraints

Tarim, S. Armagan; Dogru, Mustafa K.; Oezen, Ulas; Rossi, Roberto


Citation Style Language JSON

{
  "DOI": "10.1016/j.ejor.2011.06.034", 
  "abstract": "We provide an efficient computational approach to solve the mixed integer programming (MIP) model developed by Tarim and Kingsman [8] for solving a stochastic lot-sizing problem with service level constraints under the static-dynamic uncertainty strategy. The effectiveness of the proposed method hinges on three novelties: (i) the proposed relaxation is computationally efficient and provides an optimal solution most of the time, (ii) if the relaxation produces an infeasible solution, then this solution yields a tight lower bound for the optimal cost, and (iii) it can be modified easily to obtain a feasible solution, which yields an upper bound. In case of infeasibility, the relaxation approach is implemented at each node of the search tree in a branch-and-bound procedure to efficiently search for an optimal solution. Extensive numerical tests show that our method dominates the MIP solution approach and can handle real-life size problems in trivial time. (C) 2011 Elsevier B.V. All rights reserved.", 
  "author": [
    {
      "family": "Tarim", 
      "given": " S. Armagan"
    }, 
    {
      "family": "Dogru", 
      "given": " Mustafa K."
    }, 
    {
      "family": "Oezen", 
      "given": " Ulas"
    }, 
    {
      "family": "Rossi", 
      "given": " Roberto"
    }
  ], 
  "container_title": "EUROPEAN JOURNAL OF OPERATIONAL RESEARCH", 
  "id": "19405", 
  "issue": "3", 
  "issued": {
    "date-parts": [
      [
        2011, 
        1, 
        1
      ]
    ]
  }, 
  "page": "563-571", 
  "title": "An efficient computational method for a stochastic dynamic lot-sizing problem under service-level constraints", 
  "type": "article-journal", 
  "volume": "215"
}
42
6
görüntülenme
indirilme
Görüntülenme 42
İndirme 6
Veri hacmi 1.3 kB
Tekil görüntülenme 42
Tekil indirme 6

Alıntı yap