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題名 A simulated annealing approach to parallel processor scheduling problems with precedence relations
作者 Chang, Peichann
Hsu, Ruching
貢獻者 企管系
關鍵詞 Heuristics; Job scheduling; Parallel processors; Precedence relations
日期 1994-06
上傳時間 23-Aug-2017 16:42:34 (UTC+8)
摘要 The purpose of this paper is to describe a new heuristic method based on the simulated annealing (SA) approach, to solve parallel processor scheduling problems. Jobs to be scheduled on parallel identical processors have dependence relationships and the goal is to minimize the makespan. We studied various parameter settings, such as the initial schedule, perturbation scheme and annealing schedule in SA approach, and their effect on the performance measure (i.e., the makespan). Also, we compared the SA approach to the traditional heuristic methods such as the longest processing time first (LPT), Hu’s level scheduling (LS), and the critical path first (CP) procedures. Experimental results show that the SA approach performs much better than these heuristic approaches, and provides very competitive solutions when compared to optimal solutions generated from the Branch and Bound approach.
關聯 Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch`eng Hsuch K`an,Volume 17, Issue 4, June 1994, Pages 485-497
資料類型 article
DOI http://dx.doi.org/10.1080/02533839.1994.9677615
dc.contributor 企管系zh_TW
dc.creator (作者) Chang, Peichannen-US
dc.creator (作者) Hsu, Ruchingen-US
dc.date (日期) 1994-06
dc.date.accessioned 23-Aug-2017 16:42:34 (UTC+8)-
dc.date.available 23-Aug-2017 16:42:34 (UTC+8)-
dc.date.issued (上傳時間) 23-Aug-2017 16:42:34 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/112128-
dc.description.abstract (摘要) The purpose of this paper is to describe a new heuristic method based on the simulated annealing (SA) approach, to solve parallel processor scheduling problems. Jobs to be scheduled on parallel identical processors have dependence relationships and the goal is to minimize the makespan. We studied various parameter settings, such as the initial schedule, perturbation scheme and annealing schedule in SA approach, and their effect on the performance measure (i.e., the makespan). Also, we compared the SA approach to the traditional heuristic methods such as the longest processing time first (LPT), Hu’s level scheduling (LS), and the critical path first (CP) procedures. Experimental results show that the SA approach performs much better than these heuristic approaches, and provides very competitive solutions when compared to optimal solutions generated from the Branch and Bound approach.en_US
dc.format.extent 147 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch`eng Hsuch K`an,Volume 17, Issue 4, June 1994, Pages 485-497en_US
dc.subject (關鍵詞) Heuristics; Job scheduling; Parallel processors; Precedence relationsen_US
dc.title (題名) A simulated annealing approach to parallel processor scheduling problems with precedence relationsen_US
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1080/02533839.1994.9677615
dc.doi.uri (DOI) http://dx.doi.org/10.1080/02533839.1994.9677615