{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T04:49:22Z","timestamp":1777697362754,"version":"3.51.4"},"reference-count":25,"publisher":"SAGE Publications","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IDT"],"published-print":{"date-parts":[[2021,1,6]]},"abstract":"<jats:p>Flexible flow shop is becoming more interested and applied in industries due to its impact from higher workloads. Flexible flow shop scheduling problem is focused to minimize the makespan. A metaheuristic model based on Hybrid Tabu Search is developed to overcome this problem. Firstly, Hybrid Tabu Search is modelled based on the factory data. The Earliest Due Date rule is used as the scheduling method for the current status. FlexSim simulation software is used to evaluate the Hybrid Tabu Search model. The outcome is validated with two different basic heuristic solutions; Campbell, Dudek and Smith\u2019s and Gupta\u2019s heuristics. It is found that the proposed model can improve the job sequence based on makespan criteria.<\/jats:p>","DOI":"10.3233\/idt-200006","type":"journal-article","created":{"date-parts":[[2020,12,15]],"date-time":"2020-12-15T12:37:34Z","timestamp":1608035854000},"page":"493-506","source":"Crossref","is-referenced-by-count":0,"title":["An efficiency improvement of flexible flow shop scheduling in automotive part company"],"prefix":"10.1177","volume":"14","author":[{"given":"Waraporn","family":"Fangrit","sequence":"first","affiliation":[{"name":"Department of Mechanical Engineering, University of Malaya, Kuala Lumpur 50603, Malaysia"}]},{"given":"Hwa Jen","family":"Yap","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, University of Malaya, Kuala Lumpur 50603, Malaysia"}]},{"given":"Mukhtar Fatihu","family":"Hamza","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, University of Malaya, Kuala Lumpur 50603, Malaysia"},{"name":"Department of Mechatronics Engineering, Bayero University, Kano 3011, Nigeria"}]},{"given":"Siow-Wee","family":"Chang","sequence":"additional","affiliation":[{"name":"Bioinformatics Programme, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia"}]},{"given":"Keem Siah","family":"Yap","sequence":"additional","affiliation":[{"name":"Department of Electronics and Communication Engineering, College of Engineering, Universiti Tenaga Nasional, Kajang, Selangor 43000, Malaysia"}]},{"given":"Shen Yuong","family":"Wong","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, Xiamen University, Sepang, Selangor 43900, Malaysia"}]}],"member":"179","reference":[{"issue":"1","key":"10.3233\/IDT-200006_ref1","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.jmsy.2013.07.003","article-title":"Improvement of constructive heuristics using variable neighbourhood descent for scheduling a flow shop with sequence dependent setup time","volume":"33","author":"Vanchipura","year":"2014","journal-title":"Journal of Manufacturing Systems"},{"issue":"1","key":"10.3233\/IDT-200006_ref2","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/j.jmsy.2012.08.001","article-title":"Minimizing total flow time for the non-permutation flow shop scheduling problem with learning effects and availability constraints","volume":"32","author":"Vahedi-Nouri","year":"2013","journal-title":"Journal of Manufacturing Systems"},{"issue":"1","key":"10.3233\/IDT-200006_ref3","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.amc.2005.11.136","article-title":"An immune algorithm approach to hybrid flow shops scheduling with sequence-dependent setup times","volume":"180","author":"Zandieh","year":"2006","journal-title":"Applied Mathematics and Computation"},{"issue":"1\u20132","key":"10.3233\/IDT-200006_ref4","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/S0360-8352(99)00023-6","article-title":"Hybrid flow shop scheduling: a survey","volume":"37","author":"Linn","year":"1999","journal-title":"Computers & Industrial Engineering"},{"issue":"2","key":"10.3233\/IDT-200006_ref5","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/j.ijpe.2004.03.011","article-title":"Group scheduling in flexible flow shops","volume":"96","author":"Logendran","year":"2005","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"10.3233\/IDT-200006_ref6","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1016\/j.ijpe.2004.05.027","article-title":"Metaheuristic approaches to the hybrid flow shop scheduling problem with a cost-related criterion","volume":"105","author":"Janiak","year":"2007","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"10.3233\/IDT-200006_ref7","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1016\/j.omega.2011.05.002","article-title":"An estimation of distribution algorithm for lot-streaming flow shop problems with setup times","volume":"40","author":"Pan","year":"2012","journal-title":"Omega"},{"issue":"4","key":"10.3233\/IDT-200006_ref8","doi-asserted-by":"crossref","first-page":"754","DOI":"10.1016\/j.cor.2009.06.019","article-title":"The distributed permutation flowshop scheduling problem","volume":"37","author":"Naderi","year":"2010","journal-title":"Computers & Operations Research"},{"key":"10.3233\/IDT-200006_ref9","doi-asserted-by":"crossref","unstructured":"Ar\u0131k, O.A., and Toksar\u0131 M.D. Fuzzy Parallel Machine Scheduling Problem Under Fuzzy Job Deterioration and Learning Effects With Fuzzy Processing Times. 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