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Several flow shop scheduling problems with truncated position-based learning effect
Authors:Xiao-Yuan Wang  Zhili Zhou  Xi Zhang  Ping Ji  Ji-Bo Wang
Affiliation:1. School of Management, Xi''an Jiaotong University, Xi''an 710049, China;2. School of Science, Shenyang Aerospace University, Shenyang 110136, China;3. Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China;4. College of Transportation Management, Dalian Maritime University, Dalian 116026, China;5. State Key Laboratory for Manufacturing Systems Engineering, Xi''an Jiaotong University, Xi''an 710053, China
Abstract:The concept of truncated position-based learning process plays a key role in production environments. However, it is relatively unexplored in the flow shop setting. In this paper, we consider the flow shop scheduling with truncated position-based learning effect, i.e., the actual processing time of a job is a function of its position and a control parameter in a processing permutation. The objective is to minimize one of the six regular performance criteria, namely, the total completion time, the makespan, the total weighted completion time, the discounted total weighted completion time, the sum of the quadratic job completion times, and the maximum lateness. We present heuristic algorithms and analyze the worst-case bound of these heuristic algorithms. We also provide the computational results to evaluate the performance of the heuristics.
Keywords:Scheduling  Learning effect  Regular performance criteria  Worst-case analysis  Flow shop  Heuristic algorithm
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