A best possible on-line algorithm for two-machine flow shop scheduling to minimize makespan
We address a two-machine flow shop on-line scheduling problem. Jobs arrive over time. Each job becomes available for processing at its release time after which it must be processed without preemption on the first machine and then on the second machine. The objective is to minimize the makespan. We p...
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| Vydané v: | Computers & operations research Ročník 51; s. 251 - 256 |
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| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier Ltd
01.11.2014
Elsevier Pergamon Press Inc |
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| ISSN: | 0305-0548, 1873-765X, 0305-0548 |
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| Abstract | We address a two-machine flow shop on-line scheduling problem. Jobs arrive over time. Each job becomes available for processing at its release time after which it must be processed without preemption on the first machine and then on the second machine. The objective is to minimize the makespan. We provide a best possible deterministic on-line algorithm with a competitive ratio of (5+1)/2. Computational experiments on randomly generated problem instances are performed and the results show that the online algorithm is very useful to obtain near-optimal solutions. |
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| AbstractList | This paper addresses a two-machine flow shop on-line scheduling problem. Jobs arrive over time. Each job becomes available for processing at its release time after which it must be processed without preemption on the first machine and then on the second machine. The objective is to minimize the makespan. This paper provides a best possible deterministic on-line algorithm with a competitive ratio of (...5 + 1)/2. Computational experiments on randomly generated problem instances are performed and the results show that the online algorithm is very useful to obtain near-optimal solutions. (ProQuest: ... denotes formulae/symbols omitted.) We address a two-machine flow shop on-line scheduling problem. Jobs arrive over time. Each job becomes available for processing at its release time after which it must be processed without preemption on the first machine and then on the second machine. The objective is to minimize the makespan. We provide a best possible deterministic on-line algorithm with a competitive ratio of (5+1)/2. Computational experiments on randomly generated problem instances are performed and the results show that the online algorithm is very useful to obtain near-optimal solutions. |
| Author | Liu, Peihai Lu, Xiwen |
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| Cites_doi | 10.1023/A:1009786526733 10.1002/nav.3800010110 10.1016/j.cor.2012.01.011 10.1007/BF01585870 10.1016/S0927-0507(05)80189-6 10.1016/S0167-5060(08)70743-X 10.1287/moor.10.4.576 10.1016/S0166-218X(00)00374-7 10.1057/palgrave.jors.2600481 |
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| Keywords | Scheduling Flow shop Competitive ratio Online Preemption On line Multiple machine Priority Competitiveness Processing time Makespan Competitive algorithms Production management Deterministic algorithms Execution time |
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| References_xml | – volume: 1 start-page: 61 year: 1954 end-page: 68 ident: bib3 article-title: Optimal two- and three-stage production schedules with setup times included publication-title: Naval Res Logist – volume: 1 start-page: 343 year: 1977 end-page: 362 ident: bib6 article-title: Complexity of machine scheduling problems publication-title: Ann Discret Math – volume: 82 start-page: 175 year: 1998 end-page: 190 ident: bib2 article-title: Approximability of flow shop scheduling publication-title: Math Program – reference: Lawler EL, Lenstra JK, Rinnooy Kan AHG, Shmoys DB. Sequencing and scheduling: algorithms and complexity. In: Handbooks in operations research and management science, vol. 4; 1993. Amsterdam: North-Holland. p. 445–522. – volume: 1 start-page: 355 year: 1997 end-page: 365 ident: bib1 article-title: On-line scheduling of two-machine open shops where jobs arrive over time publication-title: J Comb Optim – volume: 39 start-page: 2659 year: 2012 end-page: 2665 ident: bib7 article-title: An empirical analysis of heuristics for solving the two-machine flow shop problem with release times publication-title: Comput Oper Res – volume: 114 start-page: 255 year: 2001 end-page: 271 ident: bib4 article-title: A 3/2-approximation algorithm for two-machine flow-shop sequencing subject to release dates publication-title: Discret Appl Math – volume: 49 start-page: 77 year: 1998 end-page: 85 ident: bib9 article-title: Minimising makespan in the two-machine flow-shop with release times publication-title: J Oper Res Soc – reference: Vestjens APA. On-line machine scheduling [Ph.D. thesis]. Department of Mathematics and Computing Science, Eindhoven University of Technology, Eindhoven, The Netherlands; 1997. – volume: 10 start-page: 576 year: 1985 end-page: 584 ident: bib8 article-title: Analysis of heuristics for two-machine flow-shop sequencing subject to release dates publication-title: Math Oper Res – volume: 1 start-page: 355 issue: 4 year: 1997 ident: 10.1016/j.cor.2014.06.014_bib1 article-title: On-line scheduling of two-machine open shops where jobs arrive over time publication-title: J Comb Optim doi: 10.1023/A:1009786526733 – volume: 1 start-page: 61 issue: 1 year: 1954 ident: 10.1016/j.cor.2014.06.014_bib3 article-title: Optimal two- and three-stage production schedules with setup times included publication-title: Naval Res Logist doi: 10.1002/nav.3800010110 – volume: 39 start-page: 2659 year: 2012 ident: 10.1016/j.cor.2014.06.014_bib7 article-title: An empirical analysis of heuristics for solving the two-machine flow shop problem with release times publication-title: Comput Oper Res doi: 10.1016/j.cor.2012.01.011 – volume: 82 start-page: 175 issue: 1–2 year: 1998 ident: 10.1016/j.cor.2014.06.014_bib2 article-title: Approximability of flow shop scheduling publication-title: Math Program doi: 10.1007/BF01585870 – ident: 10.1016/j.cor.2014.06.014_bib5 doi: 10.1016/S0927-0507(05)80189-6 – ident: 10.1016/j.cor.2014.06.014_bib10 – volume: 1 start-page: 343 year: 1977 ident: 10.1016/j.cor.2014.06.014_bib6 article-title: Complexity of machine scheduling problems publication-title: Ann Discret Math doi: 10.1016/S0167-5060(08)70743-X – volume: 10 start-page: 576 issue: 4 year: 1985 ident: 10.1016/j.cor.2014.06.014_bib8 article-title: Analysis of heuristics for two-machine flow-shop sequencing subject to release dates publication-title: Math Oper Res doi: 10.1287/moor.10.4.576 – volume: 114 start-page: 255 issue: 1–3 year: 2001 ident: 10.1016/j.cor.2014.06.014_bib4 article-title: A 3/2-approximation algorithm for two-machine flow-shop sequencing subject to release dates publication-title: Discret Appl Math doi: 10.1016/S0166-218X(00)00374-7 – volume: 49 start-page: 77 year: 1998 ident: 10.1016/j.cor.2014.06.014_bib9 article-title: Minimising makespan in the two-machine flow-shop with release times publication-title: J Oper Res Soc doi: 10.1057/palgrave.jors.2600481 |
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| Snippet | We address a two-machine flow shop on-line scheduling problem. Jobs arrive over time. Each job becomes available for processing at its release time after which... This paper addresses a two-machine flow shop on-line scheduling problem. Jobs arrive over time. Each job becomes available for processing at its release time... |
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| SubjectTerms | Algorithms Applied sciences Competitive ratio Exact sciences and technology Flow shop Inventory control, production control. Distribution Job shops Mathematical problems Online Operational research and scientific management Operational research. Management science Operations research Optimization algorithms Production scheduling Scheduling Scheduling algorithms Scheduling, sequencing Studies |
| Title | A best possible on-line algorithm for two-machine flow shop scheduling to minimize makespan |
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