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Bi-objective optimization of the tactical allocation of job types to machines: mathematical modeling, theoretical analysis, and numerical tests

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Názov: Bi-objective optimization of the tactical allocation of job types to machines: mathematical modeling, theoretical analysis, and numerical tests
Autori: Fotedar, Sunney, 1989, Strömberg, Ann-Brith, 1961, Almgren, Torgny, 1962
Zdroj: Taktisk resursallokering för effektivt kapacitetsutnyttjande International Transactions in Operational Research. 30:3479-3507
Predmety: production planning, aerospace industry, capacity planning, bi-objective mixed integer programming (BOMIP)
Popis: We introduce a tactical resource allocation model for a large aerospace engine system manufacturer aimed at long-term production planning. Our model identifies the routings a product takes through the factory, and which machines should be qualified for a balanced resource loading, to reduce product lead times. We prove some important mathematical properties of the model that are used to develop a heuristic providing a good initial feasible solution. We propose a tailored approach for our class of problems combining two well-known criterion space search algorithms, the bi-directional ε-constraint method and the augmented weighted Tchebycheff method. A computational investigation comparing solution times for several solution methods is presented for 60 numerical instances.
Popis súboru: electronic
Prístupová URL adresa: https://research.chalmers.se/publication/531489
https://research.chalmers.se/publication/531489/file/531489_Fulltext.pdf
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  Label: Title
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  Data: Bi-objective optimization of the tactical allocation of job types to machines: mathematical modeling, theoretical analysis, and numerical tests
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  Data: <searchLink fieldCode="AR" term="%22Fotedar%2C+Sunney%22">Fotedar, Sunney</searchLink>, 1989<br /><searchLink fieldCode="AR" term="%22Strömberg%2C+Ann-Brith%22">Strömberg, Ann-Brith</searchLink>, 1961<br /><searchLink fieldCode="AR" term="%22Almgren%2C+Torgny%22">Almgren, Torgny</searchLink>, 1962
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  Data: <i>Taktisk resursallokering för effektivt kapacitetsutnyttjande International Transactions in Operational Research</i>. 30:3479-3507
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  Data: <searchLink fieldCode="DE" term="%22production+planning%22">production planning</searchLink><br /><searchLink fieldCode="DE" term="%22aerospace+industry%22">aerospace industry</searchLink><br /><searchLink fieldCode="DE" term="%22capacity+planning%22">capacity planning</searchLink><br /><searchLink fieldCode="DE" term="%22bi-objective+mixed+integer+programming+%28BOMIP%29%22">bi-objective mixed integer programming (BOMIP)</searchLink>
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  Label: Description
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  Data: We introduce a tactical resource allocation model for a large aerospace engine system manufacturer aimed at long-term production planning. Our model identifies the routings a product takes through the factory, and which machines should be qualified for a balanced resource loading, to reduce product lead times. We prove some important mathematical properties of the model that are used to develop a heuristic providing a good initial feasible solution. We propose a tailored approach for our class of problems combining two well-known criterion space search algorithms, the bi-directional ε-constraint method and the augmented weighted Tchebycheff method. A computational investigation comparing solution times for several solution methods is presented for 60 numerical instances.
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        Value: 10.1111/itor.13180
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      – SubjectFull: aerospace industry
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      – SubjectFull: capacity planning
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      – SubjectFull: bi-objective mixed integer programming (BOMIP)
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              Type: published
              Y: 2023
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            – TitleFull: Taktisk resursallokering för effektivt kapacitetsutnyttjande International Transactions in Operational Research
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