4.5 Article

Several flow shop scheduling problems with truncated position-based learning effect

期刊

COMPUTERS & OPERATIONS RESEARCH
卷 40, 期 12, 页码 2906-2929

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cor.2013.07.001

关键词

Scheduling; Learning effect; Regular performance criteria; Worst-case analysis; Flow shop; Heuristic algorithm

资金

  1. State Key Laboratory for Manufacturing Systems Engineering [sklms201306]
  2. National Natural Science Foundation of China [11001181]
  3. Program for Liaoning Excellent Talents in University [LJQ2011014]
  4. Research Grants Council of the Hong Kong Special Administrative Region, China [PolyU 517011]

向作者/读者索取更多资源

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 regtilar 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. (C) 2013 Elsevier Ltd. All rights reserved.

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