Resource-constrained multi-project scheduling with activity and time flexibility

被引:25
|
作者
Hauder, Viktoria A. [1 ,2 ,3 ]
Beham, Andreas [1 ,3 ]
Raggl, Sebastian [1 ,3 ]
Parragh, Sophie N. [2 ]
Affenzeller, Michael [3 ,4 ]
机构
[1] Univ Appl Sci Upper Austria, Josef Ressel Ctr Adapt Optimizat Dynam Environm, Hagenberg, Austria
[2] Johannes Kepler Univ Linz, Inst Prod & Logist Management, Linz, Austria
[3] Univ Appl Sci Upper Austria, Heurist & Evolutionary Algorithms Lab, Hagenberg, Austria
[4] Johannes Kepler Univ Linz, Inst Formal Models & Verificat, Linz, Austria
关键词
Multi-project scheduling; Activity and time flexibility; Constraint programming; Manufacturing; INTEGER; FORMULATIONS; SEARCH; MODELS;
D O I
10.1016/j.cie.2020.106857
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Project scheduling in manufacturing environments often requires flexibility in terms of the selection and the exact length of alternative production activities. Moreover, the simultaneous scheduling of multiple lots is mandatory in many production planning applications. To meet these requirements, a new resource-constrained project scheduling problem (RCPSP) is introduced where both decisions (activity flexibility and time flexibility) are integrated. Besides the minimization of makespan, two new alternative objectives are presented: maximization of balanced length of selected activities (time balance) and maximization of balanced resource utilization (resource balance). New mixed integer and constraint programming (CP) models are proposed for the developed integrated flexible project scheduling problem. Benchmark instances on an already existing flexible RCPSP and the newly developed problem are solved to optimality. The real-world applicability of the suggested CP models is shown by additionally solving a large industry case.
引用
收藏
页数:14
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