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A heuristic algorithm for the distributed and flexible job-shop scheduling problem
The Journal of Supercomputing, 2013The distributed manufacturing takes place in a multi-factory environment including several factories, which may be geographically distributed in different locations, or in a multi-cell environment including several independent manufacturing cells located in the same plant. Each factory/cell is capable of manufacturing a variety of product types.
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Survey of integrated flexible job shop scheduling problems
Computers & Industrial Engineering, 2022Xixing Li +8 more
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An Estimation of Distribution Algorithm for the Flexible Job-Shop Scheduling Problem
2012In this paper, an effective estimation of distribution algorithm (EDA) is proposed to solve the flexible job-shop scheduling problem with the criterion to minimize the maximum completion time (makespan). With the framework of the EDA, the probability model is built with the superior population and the new individuals are generated based on probability ...
Shengyao Wang +3 more
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Flexible job-shop scheduling problems with ‘AND’/‘OR’ precedence constraints
International Journal of Production Research, 2012The purpose of this research is to solve flexible job-shop scheduling problems with ‘AND’/‘OR’ precedence constraints in the operations. We first formulate the problem as a Mixed-Integer Linear Program (MILP). The MILP can be used to compute optimal solutions for small-sized problems.
Sanghyup Lee +3 more
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Hierarchical Optimization for the Flexible Job Shop Scheduling Problem
IFAC Proceedings Volumes, 2004Abstract In this paper we propose a new approach for the flexible job shop scheduling problem. This approach is based on the decomposition of the problem in an assignrnent problem and a sequencing probleln. The first part is ensured by an assignment technique based successively on a heuristic approach and a local search.
N. Zribi, I. Kacem, A. El Kamel
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Scheduling Optimization of Flexible Job Shop Problem
2023 IEEE 7th Information Technology and Mechatronics Engineering Conference (ITOEC), 2023Gu Chan, Zou Di
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A Genetic Algorithm for the Flexible Job-Shop Scheduling Problem
2011Scheduling for the flexible job-shop problem (FJSP) is very important. However, it is quite difficult to achieve an optimal solution to the FJSP with traditional optimization approaches. This paper examines the development and application of a genetic algorithm (GA) to the FJSP.
Jin Feng Wang, Bi Qiang Du, Hai Min Ding
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An efficient memetic algorithm for distributed flexible job shop scheduling problem with transfers
Expert Systems With Applications, 2020Qiang Luo +2 more
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