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dc.contributor.authorWu, Gen-Han
dc.contributor.authorCheng, Chen-Yang
dc.contributor.authorPourhejazy, Pourya
dc.contributor.authorFang, Bai-Lyn
dc.date.accessioned2022-08-17T11:47:21Z
dc.date.available2022-08-17T11:47:21Z
dc.date.issued2022-06-23
dc.description.abstractMajor corporations compete over the strengths of their supply chains. Integrating production and distribution operations helps improve supply chain connectedness and responsiveness beyond the standalone optimization norms. This study proposes an original Mixed-Integer Linear Programming (MILP) formulation for the Production scheduling-based Routing Problem with Time Window and Setup Times (PRP-TWST). For this purpose, the identical parallel machine scheduling is integrated with the vehicle routing problem. Considering the highly intractable solution spaces of the integrated problem, hybrid metaheuristics based on the Variable Neighborhood Search (VNS), Particle Swarm Optimization (PSO), and Cuckoo Search (CS) algorithms are developed to solve the PRP-TWST problem. Extensive numerical experiments are conducted to evaluate the effectiveness of the developed algorithms considering the total delay time as the objective function. The results are supportive of the VNS-based CS algorithm’s effectiveness; the developed metaheuristics can be considered strong benchmarks for further developments in the field. This study is concluded by suggesting directions for modeling and managing integrated operations in the supply chain context.en_US
dc.identifier.citationWu, Cheng C, Pourhejazy P, Fang. Variable Neighborhood-based Cuckoo Search for Production Routing with Time Window and Setup Times. Applied Soft Computing. 2022en_US
dc.identifier.cristinIDFRIDAID 2034537
dc.identifier.doi10.1016/j.asoc.2022.109191
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.urihttps://hdl.handle.net/10037/26242
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.relation.journalApplied Soft Computing
dc.rights.accessRightsopenAccessen_US
dc.rights.holderCopyright 2022 The Author(s)en_US
dc.titleVariable Neighborhood-based Cuckoo Search for Production Routing with Time Window and Setup Timesen_US
dc.type.versionpublishedVersionen_US
dc.typeJournal articleen_US
dc.typeTidsskriftartikkelen_US
dc.typePeer revieweden_US


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