Minimizing makespan in a group shop with fuzzy release dates and processing times
This paper deals with a fuzzy group shop scheduling problem. The group shop scheduling problem is a general formulation that includes the flow shop, the job shop, and the open shop scheduling problems. Job release dates and processing times are considered to be triangular fuzzy numbers. The objectiv...
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| Published in: | International journal of advanced manufacturing technology Vol. 66; no. 9-12; pp. 2063 - 2074 |
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| Main Authors: | , |
| Format: | Journal Article |
| Language: | English |
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Springer-Verlag
01.06.2013
Springer Nature B.V |
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| ISSN: | 0268-3768, 1433-3015 |
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| Abstract | This paper deals with a fuzzy group shop scheduling problem. The group shop scheduling problem is a general formulation that includes the flow shop, the job shop, and the open shop scheduling problems. Job release dates and processing times are considered to be triangular fuzzy numbers. The objective is to find a job schedule that minimizes the maximum completion time or makespan. First, the problem is formulated in a form of fuzzy programming and then prepared in a form of deterministic mixed binary integer linear programming by applying the chance-constrained programming. To solve the problem, an efficient genetic algorithm hybridized with an improvement procedure is developed. Both Lamarckian and Baldwinian versions are then implemented and evaluated through computational experiments. |
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| AbstractList | This paper deals with a fuzzy group shop scheduling problem. The group shop scheduling problem is a general formulation that includes the flow shop, the job shop, and the open shop scheduling problems. Job release dates and processing times are considered to be triangular fuzzy numbers. The objective is to find a job schedule that minimizes the maximum completion time or makespan. First, the problem is formulated in a form of fuzzy programming and then prepared in a form of deterministic mixed binary integer linear programming by applying the chance-constrained programming. To solve the problem, an efficient genetic algorithm hybridized with an improvement procedure is developed. Both Lamarckian and Baldwinian versions are then implemented and evaluated through computational experiments. |
| Author | Ahmadizar, Fardin Zarei, Alireza |
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| CitedBy_id | crossref_primary_10_1016_j_procs_2023_03_130 crossref_primary_10_1016_j_apm_2014_03_035 crossref_primary_10_1155_2016_3763512 crossref_primary_10_3390_a15100334 crossref_primary_10_3390_pr9050789 crossref_primary_10_3233_JIFS_16164 crossref_primary_10_3390_math10030329 crossref_primary_10_1111_itor_13504 |
| Cites_doi | 10.1016/j.asoc.2011.08.012 10.1109/TFUZZ.2002.800692 10.1016/0925-5273(94)90118-X 10.1016/0360-8352(93)90265-Y 10.1016/S0360-8352(99)00135-7 10.1016/S0020-0255(00)00066-9 10.1016/0165-0114(94)90210-0 10.1023/B:JMMA.0000038614.39977.6f 10.1007/s00170-009-2379-y 10.1016/j.asoc.2007.06.004 10.1287/mnsc.6.1.73 10.1016/j.ejor.2005.12.021 10.1016/j.advengsoft.2011.10.004 10.1016/0925-5273(95)00091-7 10.1007/s00170-011-3244-3 10.1016/S0888-613X(01)00064-0 10.1016/j.eswa.2007.08.058 10.1287/opre.13.3.400 10.1016/j.eswa.2010.12.101 10.1007/s00170-007-0945-8 10.1016/j.cie.2010.01.002 10.1016/S0165-0114(97)00380-1 10.1080/00207540902814348 10.1016/S1568-4946(02)00069-8 10.1016/S0377-2217(99)00094-6 10.1016/j.amc.2008.05.086 10.1007/s11081-006-9975-6 10.1023/B:JIMS.0000034107.72423.b6 10.1016/j.advengsoft.2005.02.002 10.1007/s00170-008-1594-2 10.1016/j.cor.2009.04.002 10.1007/s00170-011-3767-7 10.1007/11504894_71 |
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| Copyright | Springer-Verlag London Limited 2012 The International Journal of Advanced Manufacturing Technology is a copyright of Springer, (2012). All Rights Reserved. |
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| Issue | 9-12 |
| Keywords | Chance-constrained programming Makespan Fuzzy processing times Group shops scheduling Genetic algorithm Fuzzy release dates |
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| Snippet | This paper deals with a fuzzy group shop scheduling problem. The group shop scheduling problem is a general formulation that includes the flow shop, the job... |
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| SubjectTerms | CAE) and Design Completion time Computer-Aided Engineering (CAD Engineering Genetic algorithms Industrial and Production Engineering Integer programming Job shop scheduling Job shops Linear programming Mechanical Engineering Media Management Original Article Production scheduling Release dates Schedules |
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| Title | Minimizing makespan in a group shop with fuzzy release dates and processing times |
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