Discrete harmony search algorithm for scheduling and rescheduling the reprocessing problems in remanufacturing: a case study. Issue 6 (3rd June 2018)
- Record Type:
- Journal Article
- Title:
- Discrete harmony search algorithm for scheduling and rescheduling the reprocessing problems in remanufacturing: a case study. Issue 6 (3rd June 2018)
- Main Title:
- Discrete harmony search algorithm for scheduling and rescheduling the reprocessing problems in remanufacturing: a case study
- Authors:
- Gao, Kaizhou
Wang, Ling
Luo, Jianping
Jiang, Hua
Sadollah, Ali
Pan, Quanke - Abstract:
- ABSTRACT: In this article, scheduling and rescheduling problems with increasing processing time and new job insertion are studied for reprocessing problems in the remanufacturing process. To handle the unpredictability of reprocessing time, an experience-based strategy is used. Rescheduling strategies are applied for considering the effect of increasing reprocessing time and the new subassembly insertion. To optimize the scheduling and rescheduling objective, a discrete harmony search (DHS) algorithm is proposed. To speed up the convergence rate, a local search method is designed. The DHS is applied to two real-life cases for minimizing the maximum completion time and the mean of earliness and tardiness ( E / T ). These two objectives are also considered together as a bi-objective problem. Computational optimization results and comparisons show that the proposed DHS is able to solve the scheduling and rescheduling problems effectively and productively. Using the proposed approach, satisfactory optimization results can be achieved for scheduling and rescheduling on a real-life shop floor.
- Is Part Of:
- Engineering optimization. Volume 50:Issue 6(2018)
- Journal:
- Engineering optimization
- Issue:
- Volume 50:Issue 6(2018)
- Issue Display:
- Volume 50, Issue 6 (2018)
- Year:
- 2018
- Volume:
- 50
- Issue:
- 6
- Issue Sort Value:
- 2018-0050-0006-0000
- Page Start:
- 965
- Page End:
- 981
- Publication Date:
- 2018-06-03
- Subjects:
- Discrete harmony search -- scheduling and rescheduling -- reprocessing -- remanufacturing
Engineering design -- Periodicals
Mathematical optimization -- Periodicals
620.0042 - Journal URLs:
- http://www.tandfonline.com/toc/geno20/current ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/0305215X.2017.1391240 ↗
- Languages:
- English
- ISSNs:
- 0305-215X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3766.145000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 6084.xml