A multi-objective brain storm optimization for integrated distributed flexible job shop and distribution problems
Production and distribution are critical components of the furniture supply chain, and achieving optimal performance through their integration has become a vital focus for both the academic and business communities. Moreover, as economic globalization progresses, distributed manufacturing has become...
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| Published in: | Heliyon Vol. 10; no. 16; p. e36318 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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England
Elsevier Ltd
30.08.2024
Elsevier |
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| ISSN: | 2405-8440, 2405-8440 |
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| Abstract | Production and distribution are critical components of the furniture supply chain, and achieving optimal performance through their integration has become a vital focus for both the academic and business communities. Moreover, as economic globalization progresses, distributed manufacturing has become a pioneering production technique. Via leveraging a distributed flexible manufacturing system, mass flexible production at lower costs can be achieved. To this end, this study presents an integrated distributed flexible job shop and distribution problem to minimize makespan and total tardiness. In our research, a set of custom furniture orders from different customers are processed among flexible job shops and then delivered by vehicles to customers as the due date. To distinctly show the presented problem, a mixed integer mathematical programming model is created, and a multi-objective brain storm optimization method is introduced considering the problem's features. In comparison to the other three advanced methods, the superiority of the algorithm created is showcased. The findings of the experiments demonstrate that the constructed model and the introduced algorithm have remarkable competitiveness in addressing the problem being examined. |
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| AbstractList | Production and distribution are critical components of the furniture supply chain, and achieving optimal performance through their integration has become a vital focus for both the academic and business communities. Moreover, as economic globalization progresses, distributed manufacturing has become a pioneering production technique. Via leveraging a distributed flexible manufacturing system, mass flexible production at lower costs can be achieved. To this end, this study presents an integrated distributed flexible job shop and distribution problem to minimize makespan and total tardiness. In our research, a set of custom furniture orders from different customers are processed among flexible job shops and then delivered by vehicles to customers as the due date. To distinctly show the presented problem, a mixed integer mathematical programming model is created, and a multi-objective brain storm optimization method is introduced considering the problem's features. In comparison to the other three advanced methods, the superiority of the algorithm created is showcased. The findings of the experiments demonstrate that the constructed model and the introduced algorithm have remarkable competitiveness in addressing the problem being examined.Production and distribution are critical components of the furniture supply chain, and achieving optimal performance through their integration has become a vital focus for both the academic and business communities. Moreover, as economic globalization progresses, distributed manufacturing has become a pioneering production technique. Via leveraging a distributed flexible manufacturing system, mass flexible production at lower costs can be achieved. To this end, this study presents an integrated distributed flexible job shop and distribution problem to minimize makespan and total tardiness. In our research, a set of custom furniture orders from different customers are processed among flexible job shops and then delivered by vehicles to customers as the due date. To distinctly show the presented problem, a mixed integer mathematical programming model is created, and a multi-objective brain storm optimization method is introduced considering the problem's features. In comparison to the other three advanced methods, the superiority of the algorithm created is showcased. The findings of the experiments demonstrate that the constructed model and the introduced algorithm have remarkable competitiveness in addressing the problem being examined. Production and distribution are critical components of the furniture supply chain, and achieving optimal performance through their integration has become a vital focus for both the academic and business communities. Moreover, as economic globalization progresses, distributed manufacturing has become a pioneering production technique. Via leveraging a distributed flexible manufacturing system, mass flexible production at lower costs can be achieved. To this end, this study presents an integrated distributed flexible job shop and distribution problem to minimize makespan and total tardiness. In our research, a set of custom furniture orders from different customers are processed among flexible job shops and then delivered by vehicles to customers as the due date. To distinctly show the presented problem, a mixed integer mathematical programming model is created, and a multi-objective brain storm optimization method is introduced considering the problem's features. In comparison to the other three advanced methods, the superiority of the algorithm created is showcased. The findings of the experiments demonstrate that the constructed model and the introduced algorithm have remarkable competitiveness in addressing the problem being examined. |
| ArticleNumber | e36318 |
| Author | Fu, Yaping Zhou, Yaoyao Jia, Yanhe |
| Author_xml | – sequence: 1 givenname: Yanhe surname: Jia fullname: Jia, Yanhe email: yhejia@bistu.edu.cn organization: School of Economics and Management, Beijing Information Science & Technology University, Beijing, 100192, China – sequence: 2 givenname: Yaoyao surname: Zhou fullname: Zhou, Yaoyao email: yaoyao_zhou2001@163.com organization: School of Economics and Management, Beijing Information Science & Technology University, Beijing, 100192, China – sequence: 3 givenname: Yaping surname: Fu fullname: Fu, Yaping email: fuyaping0432@163.com organization: School of Business, Qingdao University, Qingdao, 266071, China |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/39253156$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.1016/j.jksuci.2020.09.004 10.1109/TCYB.2018.2817240 10.1016/j.swevo.2022.101175 10.1016/j.cie.2020.106573 10.1016/j.ergon.2015.02.002 10.1080/00207543.2020.1832271 10.1016/j.asoc.2023.110491 10.23919/CSMS.2024.0007 10.1007/s12293-021-00329-6 10.1016/j.ejor.2021.02.012 10.1109/TSMC.2024.3376292 10.1108/IJPDLM-01-2017-0030 10.1007/s10462-016-9471-0 10.1016/j.swevo.2021.101015 10.1080/00207543.2022.2070786 10.1016/j.knosys.2023.110880 10.1080/00207543.2022.2049909 10.1109/JAS.2022.105752 10.4018/ijsir.2013070101 10.1007/s40815-021-01050-9 10.23919/CSMS.2022.0025 10.1007/s12293-018-0250-0 10.1109/JAS.2020.1003539 10.1007/s40747-021-00478-8 10.26599/TST.2021.9010009 10.1016/j.ijpe.2019.05.017 10.1016/j.cor.2023.106346 10.1016/j.eswa.2023.122734 10.1016/j.cie.2021.107884 10.1016/j.cie.2021.107318 10.1016/j.ejor.2022.12.036 10.1109/4235.996017 10.1016/j.cor.2016.11.021 10.1109/TCYB.2022.3192112 10.1109/ACCESS.2020.3032548 10.1016/j.swevo.2021.100861 10.1109/TITS.2023.3315785 10.1007/s00170-011-3610-1 10.1016/j.cie.2021.107649 10.1016/j.cie.2023.109217 10.1016/j.swevo.2023.101467 10.1080/00207543.2021.1919780 10.1016/j.ejor.2024.03.039 10.1016/j.eswa.2021.115827 10.1016/j.engappai.2023.107434 10.1016/j.swevo.2023.101373 10.1109/ACCESS.2019.2917273 10.1016/j.eswa.2023.120074 10.1016/j.engappai.2023.107458 |
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| Keywords | Distributed flexible job shop Vehicle routing problem Brain storm optimization Integrated production and distribution scheduling |
| Language | English |
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| References | Fu, Hou, Wang, Wu, Gao, Wang (bib4) 2021; 26 Chevroton, Kergosien, Berghman, Billaut (bib19) 2021; 294 Wu, Lin, Lin, Chen (bib25) 2017; 80 Su, Fu, Gao, Dong, Mou (bib22) 2023; 83 Luo, Fan, Deng, Guo, Gong, Liu (bib21) 2023; 225 Alzaqebah, Jawarneh, Alwohaibi, Alsmadi, Almarashdeh, Mohammad (bib35) 2022; 34 (bib49) 1999 Marino, Zotteri, Montagna (bib7) 2018; 48 Yu, Lu, Zhou, Yin, Wang (bib27) 2024; 128 Wei, Ye, Xu (bib31) 2024; 109950 Ke (bib39) 2018; 10 Wang, Zhou, Xu, Wang, Liu (bib40) 2012; 60 Luo, Tian, Kong (bib3) 2021; 59 Qin, Li, Teng, Wang (bib24) 2021; 13 Tang, Gong, Peng, Zhu, Huang, Luo (bib28) 2024; 242 Du, Li, Luo, Meng (bib6) 2021; 62 Shi (bib14) 2011 Wang, Fu, Gao, Wu, Gao (bib5) 2024; 4 Hou, Wang, Huang (bib46) 2024; 127 Hilali, Hovelaque, Giard (bib17) 2023; 61 Hao, Li, Du, Song, Duan, Zhang (bib36) 2019; 7 Zhao, Hu, Wang, Xu, Zhu (bib16) 2023; 61 Zhao, Di, Wang (bib52) 2022; 53 Yağmur, Kesen (bib20) 2021; 161 Shi, Xue, Wu (bib32) 2013; 4 Zeebaree, Haron, Abdulazeez, Zeebaree (bib42) 2017; 12 Huang, Du, Guo (bib13) 2023; 159 Zhao, Hu, Wang, Xu, Zhu (bib37) 2023; 61 Xu, Hu, Luo, Wang, Wu (bib29) 2021; 157 Meng, Ren, Zhang, Li, Sang, Zhang (bib26) 2020; 8 Ma, Fu, Gao, Zhang, Mou (bib48) 2023; 144 de Macedo Guimarães, Anzanello, Ribeiro, Saurin (bib1) 2015; 49 Fu, Gao, Wang, Huang, Liang, Dong (bib53) 2024 Cheng, Qin, Chen, Shi (bib33) 2016; 46 Zhang, Fu, Gao, Zhang, Wang (bib10) 2024; 85 Ma, Fu, Gao, Zhu, Sadollah (bib34) 2023; 3 Li, Li, Zhang, Sang, Han, Chen (bib38) 2021; 23 Long, Pardalos, Li (bib11) 2022; 60 Tao, Pan, Sang, Gao, Yang, Rong (bib47) 2023; 278 Fu, Hou, Chen, Pu, Gao, Sadollah (bib9) 2022; 68 Mohammadi, Al-e-Hashem, Rekik (bib2) 2020; 219 Hou, Wang, Fu, Gao, Zhang (bib23) 2023; 179 Nogueira, Bettoni, de Oliveira Mendes, dos Santos, Ravetti (bib18) 2020; 146 Gao, Yang, Zhou, Pan, Suganthan (bib41) 2018; 49 Liang, Fu, Gao, Sun (bib50) 2022; 8 Fu, Ma, Gao, Li, Dong (bib55) 2023; 25 Berghman, Kergosien, Billaut (bib8) 2023; 311 Sang, Tan (bib30) 2022; 164 Zhao, Liu, Zhou, Abusorrah (bib44) 2020; 8 Deb, Pratap, Agarwal, Meyarivan (bib43) 2002; 6 Fu, Zhou, Guo, Qi, Gao, Albeshri (bib54) 2024; 54 Arda, Cattaruzza, François, Ogier (bib12) 2024 Ma, Fu, Gao, Sadollah, Wang (bib45) 2022; 75 Hou, Fu, Gao, Zhang, Sadollah (bib15) 2022; 187 Han, Zhu, Zhou, Liu, Liu, Al-Turki, Abusorrah (bib51) 2022; 9 Sang (10.1016/j.heliyon.2024.e36318_bib30) 2022; 164 Tao (10.1016/j.heliyon.2024.e36318_bib47) 2023; 278 Shi (10.1016/j.heliyon.2024.e36318_bib32) 2013; 4 Wei (10.1016/j.heliyon.2024.e36318_bib31) 2024; 109950 Huang (10.1016/j.heliyon.2024.e36318_bib13) 2023; 159 Berghman (10.1016/j.heliyon.2024.e36318_bib8) 2023; 311 Yu (10.1016/j.heliyon.2024.e36318_bib27) 2024; 128 Zhao (10.1016/j.heliyon.2024.e36318_bib37) 2023; 61 Xu (10.1016/j.heliyon.2024.e36318_bib29) 2021; 157 de Macedo Guimarães (10.1016/j.heliyon.2024.e36318_bib1) 2015; 49 Cheng (10.1016/j.heliyon.2024.e36318_bib33) 2016; 46 Gao (10.1016/j.heliyon.2024.e36318_bib41) 2018; 49 Zhao (10.1016/j.heliyon.2024.e36318_bib44) 2020; 8 (10.1016/j.heliyon.2024.e36318_bib49) 1999 Yağmur (10.1016/j.heliyon.2024.e36318_bib20) 2021; 161 Su (10.1016/j.heliyon.2024.e36318_bib22) 2023; 83 Wu (10.1016/j.heliyon.2024.e36318_bib25) 2017; 80 Meng (10.1016/j.heliyon.2024.e36318_bib26) 2020; 8 Mohammadi (10.1016/j.heliyon.2024.e36318_bib2) 2020; 219 Fu (10.1016/j.heliyon.2024.e36318_bib53) 2024 Nogueira (10.1016/j.heliyon.2024.e36318_bib18) 2020; 146 Wang (10.1016/j.heliyon.2024.e36318_bib5) 2024; 4 Qin (10.1016/j.heliyon.2024.e36318_bib24) 2021; 13 Han (10.1016/j.heliyon.2024.e36318_bib51) 2022; 9 Luo (10.1016/j.heliyon.2024.e36318_bib3) 2021; 59 Ma (10.1016/j.heliyon.2024.e36318_bib34) 2023; 3 Liang (10.1016/j.heliyon.2024.e36318_bib50) 2022; 8 Chevroton (10.1016/j.heliyon.2024.e36318_bib19) 2021; 294 Hao (10.1016/j.heliyon.2024.e36318_bib36) 2019; 7 Marino (10.1016/j.heliyon.2024.e36318_bib7) 2018; 48 Zhao (10.1016/j.heliyon.2024.e36318_bib16) 2023; 61 Zhao (10.1016/j.heliyon.2024.e36318_bib52) 2022; 53 Fu (10.1016/j.heliyon.2024.e36318_bib54) 2024; 54 Hou (10.1016/j.heliyon.2024.e36318_bib23) 2023; 179 Zhang (10.1016/j.heliyon.2024.e36318_bib10) 2024; 85 Hilali (10.1016/j.heliyon.2024.e36318_bib17) 2023; 61 Alzaqebah (10.1016/j.heliyon.2024.e36318_bib35) 2022; 34 Arda (10.1016/j.heliyon.2024.e36318_bib12) 2024 Hou (10.1016/j.heliyon.2024.e36318_bib15) 2022; 187 Luo (10.1016/j.heliyon.2024.e36318_bib21) 2023; 225 Tang (10.1016/j.heliyon.2024.e36318_bib28) 2024; 242 Ma (10.1016/j.heliyon.2024.e36318_bib48) 2023; 144 Fu (10.1016/j.heliyon.2024.e36318_bib9) 2022; 68 Ke (10.1016/j.heliyon.2024.e36318_bib39) 2018; 10 Wang (10.1016/j.heliyon.2024.e36318_bib40) 2012; 60 Fu (10.1016/j.heliyon.2024.e36318_bib4) 2021; 26 Hou (10.1016/j.heliyon.2024.e36318_bib46) 2024; 127 Du (10.1016/j.heliyon.2024.e36318_bib6) 2021; 62 Zeebaree (10.1016/j.heliyon.2024.e36318_bib42) 2017; 12 Li (10.1016/j.heliyon.2024.e36318_bib38) 2021; 23 Deb (10.1016/j.heliyon.2024.e36318_bib43) 2002; 6 Long (10.1016/j.heliyon.2024.e36318_bib11) 2022; 60 Fu (10.1016/j.heliyon.2024.e36318_bib55) 2023; 25 Shi (10.1016/j.heliyon.2024.e36318_bib14) 2011 Ma (10.1016/j.heliyon.2024.e36318_bib45) 2022; 75 |
| References_xml | – volume: 68 year: 2022 ident: bib9 article-title: Modelling and scheduling integration of distributed production and distribution problems via black widow optimization publication-title: Swarm Evol. Comput. – volume: 80 start-page: 101 year: 2017 end-page: 112 ident: bib25 article-title: Effects of different chromosome representations in developing genetic algorithms to solve DFJS scheduling problems publication-title: Comput. Oper. Res. – volume: 311 start-page: 1 year: 2023 end-page: 23 ident: bib8 article-title: A review on integrated scheduling and outbound vehicle routing problems publication-title: Eur. J. Oper. Res. – volume: 8 start-page: 1199 year: 2020 end-page: 1209 ident: bib44 article-title: Dual-objective mixed integer linear program and memetic algorithm for an industrial group scheduling problem publication-title: IEEE/CAA Journal of Automatica Sinica – volume: 4 start-page: 1 year: 2013 end-page: 21 ident: bib32 article-title: Multi-objective optimization based on brain storm optimization algorithm publication-title: Int. J. Swarm Intell. Res. (IJSIR) – volume: 127 year: 2024 ident: bib46 article-title: A Q-learning-based multi-objective evolutionary algorithm for integrated green production and distribution scheduling problems publication-title: Eng. Appl. Artif. Intell. – volume: 13 start-page: 185 year: 2021 end-page: 202 ident: bib24 article-title: Integrated production and distribution scheduling in distributed hybrid flow shops publication-title: Memetic Computing – volume: 61 start-page: 2854 year: 2023 end-page: 2872 ident: bib37 article-title: A reinforcement learning-driven brain storm optimisation algorithm for multi-objective energy-efficient distributed assembly no-wait flow shop scheduling problem publication-title: Int. J. Prod. Res. – volume: 34 start-page: 2926 year: 2022 end-page: 2937 ident: bib35 article-title: Hybrid brain storm optimization algorithm and late acceptance hill climbing to solve the flexible job-shop scheduling problem publication-title: Journal of King Saud University-Computer and Information Sciences – volume: 4 year: 2024 ident: bib5 article-title: A Q-Learning-based hybrid meta-heuristic for integrated scheduling of disassembly and reprocessing processes considering product structures and stochasticity publication-title: Complex System Modeling and Simulation – volume: 85 year: 2024 ident: bib10 article-title: A cooperative evolutionary algorithm with simulated annealing for integrated scheduling of distributed flexible job shops and distribution publication-title: Swarm Evol. Comput. – volume: 8 start-page: 4497 year: 2022 end-page: 4512 ident: bib50 article-title: An enhanced group teaching optimization algorithm for multi-product disassembly line balancing problems publication-title: Complex & Intelligent Systems – volume: 219 start-page: 347 year: 2020 end-page: 359 ident: bib2 article-title: An integrated production scheduling and delivery route planning with multi-purpose machines: a case study from a furniture manufacturing company publication-title: Int. J. Prod. Econ. – volume: 109950 year: 2024 ident: bib31 article-title: Shared manufacturing-based distributed flexible job shop scheduling with supply-demand matching publication-title: Comput. Ind. Eng. – volume: 60 start-page: 303 year: 2012 end-page: 315 ident: bib40 article-title: An effective artificial bee colony algorithm for the flexible job-shop scheduling problem publication-title: Int. J. Adv. Des. Manuf. Technol. – volume: 75 year: 2022 ident: bib45 article-title: Integration routing and scheduling for multiple home health care centers using a multi-objective cooperation evolutionary algorithm with stochastic simulation publication-title: Swarm Evol. Comput. – volume: 61 start-page: 2854 year: 2023 end-page: 2872 ident: bib16 article-title: A reinforcement learning-driven brain storm optimisation algorithm for multi-objective energy-efficient distributed assembly no-wait flow shop scheduling problem publication-title: Int. J. Prod. Res. – volume: 242 year: 2024 ident: bib28 article-title: An effective memetic algorithm for distributed flexible job shop scheduling problem considering integrated sequencing flexibility publication-title: Expert Syst. Appl. – volume: 12 start-page: 14238 year: 2017 end-page: 14245 ident: bib42 article-title: Combination of K-means clustering with genetic algorithm: a review publication-title: Int. J. Appl. Eng. Res. – volume: 8 start-page: 191191 year: 2020 end-page: 191203 ident: bib26 article-title: MILP modeling and optimization of energy-efficient distributed flexible job shop scheduling problem publication-title: IEEE Access – volume: 62 year: 2021 ident: bib6 article-title: A hybrid estimation of distribution algorithm for distributed flexible job shop scheduling with crane transportations publication-title: Swarm Evol. Comput. – volume: 48 start-page: 610 year: 2018 end-page: 629 ident: bib7 article-title: Consumer sensitivity to delivery lead time: a furniture retail case publication-title: Int. J. Phys. Distrib. Logist. Manag. – volume: 60 start-page: 3319 year: 2022 end-page: 3338 ident: bib11 article-title: Level-based multi-objective particle swarm optimizer for integrated production scheduling and vehicle routing decision with inventory holding, delivery, and tardiness costs publication-title: Int. J. Prod. Res. – volume: 7 start-page: 66879 year: 2019 end-page: 66894 ident: bib36 article-title: Solving distributed hybrid flowshop scheduling problems by a hybrid brain storm optimization algorithm publication-title: IEEE Access – volume: 294 start-page: 571 year: 2021 end-page: 589 ident: bib19 article-title: Solving an integrated scheduling and routing problem with inventory, routing and penalty costs publication-title: Eur. J. Oper. Res. – volume: 187 year: 2022 ident: bib15 article-title: Modelling and optimization of integrated distributed flow shop scheduling and distribution problems with time windows publication-title: Expert Syst. Appl. – volume: 46 start-page: 445 year: 2016 end-page: 458 ident: bib33 article-title: Brain storm optimization algorithm: a review publication-title: Artif. Intell. Rev. – volume: 61 start-page: 1829 year: 2023 end-page: 1848 ident: bib17 article-title: Integrated scheduling of a multi-site mining supply chain with blending, alternative routings and co-production publication-title: Int. J. Prod. Res. – volume: 23 start-page: 1194 year: 2021 end-page: 1212 ident: bib38 article-title: Solving type-2 fuzzy distributed hybrid flowshop scheduling using an improved brain storm optimization algorithm publication-title: Int. J. Fuzzy Syst. – volume: 164 year: 2022 ident: bib30 article-title: Intelligent factory many-objective distributed flexible job shop collaborative scheduling method publication-title: Comput. Ind. Eng. – volume: 146 year: 2020 ident: bib18 article-title: Problem on the integration between production and delivery with parallel batching machines of generic job sizes and processing times publication-title: Comput. Ind. Eng. – volume: 278 year: 2023 ident: bib47 article-title: Nondominated sorting genetic algorithm-II with Q-learning for the distributed permutation flowshop rescheduling problem publication-title: Knowl. Base Syst. – volume: 83 year: 2023 ident: bib22 article-title: Integrated scheduling problems of open shop and vehicle routing using an ensemble of group teaching optimization and simulated annealing publication-title: Swarm Evol. Comput. – volume: 54 start-page: 4260 year: 2024 end-page: 4272 ident: bib54 article-title: Multiobjective scheduling of energy-efficient stochastic hybrid open shop with brain storm optimization and simulation evaluation publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems – volume: 10 start-page: 411 year: 2018 end-page: 421 ident: bib39 article-title: A brain storm optimization approach for the cumulative capacitated vehicle routing problem publication-title: Memetic Computing – volume: 161 year: 2021 ident: bib20 article-title: Multi-trip heterogeneous vehicle routing problem coordinated with production scheduling: memetic algorithm and simulated annealing approaches publication-title: Comput. Ind. Eng. – volume: 225 year: 2023 ident: bib21 article-title: Solving bi-objective integrated scheduling problem of production, inventory and distribution using a modified NSGA-II publication-title: Expert Syst. Appl. – volume: 25 start-page: 1706 year: 2023 end-page: 1719 ident: bib55 article-title: Multi-objective home health care routing and scheduling with sharing service via a problem-specific knowledge-based artificial bee colony algorithm publication-title: IEEE Trans. Intell. Transport. Syst. – volume: 49 start-page: 97 year: 2015 end-page: 107 ident: bib1 article-title: Participatory ergonomics intervention for improving human and production outcomes of a Brazilian furniture company publication-title: Int. J. Ind. Ergon. – year: 2024 ident: bib12 article-title: Home chemotherapy delivery: an integrated production scheduling and multi-trip vehicle routing problem publication-title: Eur. J. Oper. Res. – volume: 26 start-page: 625 year: 2021 end-page: 645 ident: bib4 article-title: Distributed scheduling problems in intelligent manufacturing systems publication-title: Tsinghua Sci. Technol. – volume: 49 start-page: 1944 year: 2018 end-page: 1955 ident: bib41 article-title: Flexible job-shop rescheduling for new job insertion by using discrete Jaya algorithm publication-title: IEEE Trans. Cybern. – volume: 9 start-page: 1476 year: 2022 end-page: 1489 ident: bib51 article-title: A novel multiobjective fireworks algorithm and its applications to imbalanced distance minimization problems publication-title: IEEE/CAA Journal of Automatica Sinica – volume: 179 year: 2023 ident: bib23 article-title: Multi-Objective brain storm optimization for integrated scheduling of distributed flow shop and distribution with maximal processing quality and minimal total weighted earliness and tardiness publication-title: Comput. Ind. Eng. – volume: 159 year: 2023 ident: bib13 article-title: A hybrid collaborative framework for integrated production scheduling and vehicle routing problem with batch manufacturing and soft time windows publication-title: Comput. Oper. Res. – volume: 3 start-page: 32 year: 2023 end-page: 46 ident: bib34 article-title: A multi-objective scheduling and routing problem for home health care services via brain storm optimization publication-title: Complex System Modeling and Simulation – volume: 128 year: 2024 ident: bib27 article-title: A knowledge-guided bi-population evolutionary algorithm for energy-efficient scheduling of distributed flexible job shop problem publication-title: Eng. Appl. Artif. Intell. – year: 1999 ident: bib49 publication-title: Design and Analysis of Experiments – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bib43 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. – volume: 59 start-page: 2193 year: 2021 end-page: 2217 ident: bib3 article-title: Physical Internet-enabled customised furniture delivery in the metropolitan areas: digitalisation, optimisation and case study publication-title: Int. J. Prod. Res. – volume: 144 year: 2023 ident: bib48 article-title: A knowledge-based multi-objective evolutionary algorithm for solving home health care routing and scheduling problems with multiple centers publication-title: Appl. Soft Comput. – start-page: 303 year: 2011 end-page: 309 ident: bib14 article-title: Brain storm optimization algorithm publication-title: Advances in Swarm Intelligence: Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part I 2 – volume: 157 year: 2021 ident: bib29 article-title: A multi-objective scheduling method for distributed and flexible job shop based on hybrid genetic algorithm and tabu search considering operation outsourcing and carbon emission publication-title: Comput. Ind. Eng. – start-page: 1 year: 2024 end-page: 18 ident: bib53 article-title: Scheduling stochastic distributed flexible job shops using an multi-objective evolutionary algorithm with simulation evaluation publication-title: Int. J. Prod. Res. – volume: 53 start-page: 3337 year: 2022 end-page: 3350 ident: bib52 article-title: A hyperheuristic with Q-learning for the multiobjective energy-efficient distributed blocking flow shop scheduling problem publication-title: IEEE Trans. Cybern. – volume: 34 start-page: 2926 issue: 6 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib35 article-title: Hybrid brain storm optimization algorithm and late acceptance hill climbing to solve the flexible job-shop scheduling problem publication-title: Journal of King Saud University-Computer and Information Sciences doi: 10.1016/j.jksuci.2020.09.004 – volume: 49 start-page: 1944 issue: 5 year: 2018 ident: 10.1016/j.heliyon.2024.e36318_bib41 article-title: Flexible job-shop rescheduling for new job insertion by using discrete Jaya algorithm publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2018.2817240 – volume: 75 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib45 article-title: Integration routing and scheduling for multiple home health care centers using a multi-objective cooperation evolutionary algorithm with stochastic simulation publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2022.101175 – volume: 146 year: 2020 ident: 10.1016/j.heliyon.2024.e36318_bib18 article-title: Problem on the integration between production and delivery with parallel batching machines of generic job sizes and processing times publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2020.106573 – volume: 49 start-page: 97 year: 2015 ident: 10.1016/j.heliyon.2024.e36318_bib1 article-title: Participatory ergonomics intervention for improving human and production outcomes of a Brazilian furniture company publication-title: Int. J. Ind. Ergon. doi: 10.1016/j.ergon.2015.02.002 – volume: 59 start-page: 2193 issue: 7 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib3 article-title: Physical Internet-enabled customised furniture delivery in the metropolitan areas: digitalisation, optimisation and case study publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2020.1832271 – volume: 144 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib48 article-title: A knowledge-based multi-objective evolutionary algorithm for solving home health care routing and scheduling problems with multiple centers publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2023.110491 – volume: 4 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib5 article-title: A Q-Learning-based hybrid meta-heuristic for integrated scheduling of disassembly and reprocessing processes considering product structures and stochasticity publication-title: Complex System Modeling and Simulation doi: 10.23919/CSMS.2024.0007 – volume: 13 start-page: 185 issue: 2 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib24 article-title: Integrated production and distribution scheduling in distributed hybrid flow shops publication-title: Memetic Computing doi: 10.1007/s12293-021-00329-6 – volume: 294 start-page: 571 issue: 2 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib19 article-title: Solving an integrated scheduling and routing problem with inventory, routing and penalty costs publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2021.02.012 – start-page: 1 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib53 article-title: Scheduling stochastic distributed flexible job shops using an multi-objective evolutionary algorithm with simulation evaluation publication-title: Int. J. Prod. Res. – volume: 54 start-page: 4260 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib54 article-title: Multiobjective scheduling of energy-efficient stochastic hybrid open shop with brain storm optimization and simulation evaluation publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems doi: 10.1109/TSMC.2024.3376292 – volume: 48 start-page: 610 issue: 6 year: 2018 ident: 10.1016/j.heliyon.2024.e36318_bib7 article-title: Consumer sensitivity to delivery lead time: a furniture retail case publication-title: Int. J. Phys. Distrib. Logist. Manag. doi: 10.1108/IJPDLM-01-2017-0030 – volume: 46 start-page: 445 year: 2016 ident: 10.1016/j.heliyon.2024.e36318_bib33 article-title: Brain storm optimization algorithm: a review publication-title: Artif. Intell. Rev. doi: 10.1007/s10462-016-9471-0 – volume: 68 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib9 article-title: Modelling and scheduling integration of distributed production and distribution problems via black widow optimization publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2021.101015 – volume: 61 start-page: 2854 issue: 9 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib16 article-title: A reinforcement learning-driven brain storm optimisation algorithm for multi-objective energy-efficient distributed assembly no-wait flow shop scheduling problem publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2022.2070786 – volume: 278 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib47 article-title: Nondominated sorting genetic algorithm-II with Q-learning for the distributed permutation flowshop rescheduling problem publication-title: Knowl. Base Syst. doi: 10.1016/j.knosys.2023.110880 – volume: 61 start-page: 1829 issue: 6 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib17 article-title: Integrated scheduling of a multi-site mining supply chain with blending, alternative routings and co-production publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2022.2049909 – volume: 9 start-page: 1476 issue: 8 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib51 article-title: A novel multiobjective fireworks algorithm and its applications to imbalanced distance minimization problems publication-title: IEEE/CAA Journal of Automatica Sinica doi: 10.1109/JAS.2022.105752 – volume: 4 start-page: 1 issue: 3 year: 2013 ident: 10.1016/j.heliyon.2024.e36318_bib32 article-title: Multi-objective optimization based on brain storm optimization algorithm publication-title: Int. J. Swarm Intell. Res. (IJSIR) doi: 10.4018/ijsir.2013070101 – volume: 23 start-page: 1194 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib38 article-title: Solving type-2 fuzzy distributed hybrid flowshop scheduling using an improved brain storm optimization algorithm publication-title: Int. J. Fuzzy Syst. doi: 10.1007/s40815-021-01050-9 – volume: 3 start-page: 32 issue: 1 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib34 article-title: A multi-objective scheduling and routing problem for home health care services via brain storm optimization publication-title: Complex System Modeling and Simulation doi: 10.23919/CSMS.2022.0025 – volume: 10 start-page: 411 year: 2018 ident: 10.1016/j.heliyon.2024.e36318_bib39 article-title: A brain storm optimization approach for the cumulative capacitated vehicle routing problem publication-title: Memetic Computing doi: 10.1007/s12293-018-0250-0 – volume: 8 start-page: 1199 issue: 6 year: 2020 ident: 10.1016/j.heliyon.2024.e36318_bib44 article-title: Dual-objective mixed integer linear program and memetic algorithm for an industrial group scheduling problem publication-title: IEEE/CAA Journal of Automatica Sinica doi: 10.1109/JAS.2020.1003539 – volume: 8 start-page: 4497 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib50 article-title: An enhanced group teaching optimization algorithm for multi-product disassembly line balancing problems publication-title: Complex & Intelligent Systems doi: 10.1007/s40747-021-00478-8 – volume: 26 start-page: 625 issue: 5 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib4 article-title: Distributed scheduling problems in intelligent manufacturing systems publication-title: Tsinghua Sci. Technol. doi: 10.26599/TST.2021.9010009 – volume: 219 start-page: 347 year: 2020 ident: 10.1016/j.heliyon.2024.e36318_bib2 article-title: An integrated production scheduling and delivery route planning with multi-purpose machines: a case study from a furniture manufacturing company publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2019.05.017 – volume: 159 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib13 article-title: A hybrid collaborative framework for integrated production scheduling and vehicle routing problem with batch manufacturing and soft time windows publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2023.106346 – volume: 242 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib28 article-title: An effective memetic algorithm for distributed flexible job shop scheduling problem considering integrated sequencing flexibility publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.122734 – volume: 164 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib30 article-title: Intelligent factory many-objective distributed flexible job shop collaborative scheduling method publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2021.107884 – volume: 109950 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib31 article-title: Shared manufacturing-based distributed flexible job shop scheduling with supply-demand matching publication-title: Comput. Ind. Eng. – volume: 157 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib29 article-title: A multi-objective scheduling method for distributed and flexible job shop based on hybrid genetic algorithm and tabu search considering operation outsourcing and carbon emission publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2021.107318 – volume: 311 start-page: 1 issue: 1 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib8 article-title: A review on integrated scheduling and outbound vehicle routing problems publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2022.12.036 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.heliyon.2024.e36318_bib43 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/4235.996017 – volume: 80 start-page: 101 year: 2017 ident: 10.1016/j.heliyon.2024.e36318_bib25 article-title: Effects of different chromosome representations in developing genetic algorithms to solve DFJS scheduling problems publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2016.11.021 – volume: 53 start-page: 3337 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib52 article-title: A hyperheuristic with Q-learning for the multiobjective energy-efficient distributed blocking flow shop scheduling problem publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2022.3192112 – volume: 8 start-page: 191191 year: 2020 ident: 10.1016/j.heliyon.2024.e36318_bib26 article-title: MILP modeling and optimization of energy-efficient distributed flexible job shop scheduling problem publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3032548 – volume: 62 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib6 article-title: A hybrid estimation of distribution algorithm for distributed flexible job shop scheduling with crane transportations publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2021.100861 – volume: 25 start-page: 1706 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib55 article-title: Multi-objective home health care routing and scheduling with sharing service via a problem-specific knowledge-based artificial bee colony algorithm publication-title: IEEE Trans. Intell. Transport. Syst. doi: 10.1109/TITS.2023.3315785 – volume: 60 start-page: 303 year: 2012 ident: 10.1016/j.heliyon.2024.e36318_bib40 article-title: An effective artificial bee colony algorithm for the flexible job-shop scheduling problem publication-title: Int. J. Adv. Des. Manuf. Technol. doi: 10.1007/s00170-011-3610-1 – volume: 161 year: 2021 ident: 10.1016/j.heliyon.2024.e36318_bib20 article-title: Multi-trip heterogeneous vehicle routing problem coordinated with production scheduling: memetic algorithm and simulated annealing approaches publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2021.107649 – volume: 179 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib23 article-title: Multi-Objective brain storm optimization for integrated scheduling of distributed flow shop and distribution with maximal processing quality and minimal total weighted earliness and tardiness publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2023.109217 – volume: 85 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib10 article-title: A cooperative evolutionary algorithm with simulated annealing for integrated scheduling of distributed flexible job shops and distribution publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2023.101467 – volume: 60 start-page: 3319 issue: 11 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib11 article-title: Level-based multi-objective particle swarm optimizer for integrated production scheduling and vehicle routing decision with inventory holding, delivery, and tardiness costs publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2021.1919780 – year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib12 article-title: Home chemotherapy delivery: an integrated production scheduling and multi-trip vehicle routing problem publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2024.03.039 – volume: 12 start-page: 14238 issue: 24 year: 2017 ident: 10.1016/j.heliyon.2024.e36318_bib42 article-title: Combination of K-means clustering with genetic algorithm: a review publication-title: Int. J. Appl. Eng. Res. – volume: 187 year: 2022 ident: 10.1016/j.heliyon.2024.e36318_bib15 article-title: Modelling and optimization of integrated distributed flow shop scheduling and distribution problems with time windows publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2021.115827 – year: 1999 ident: 10.1016/j.heliyon.2024.e36318_bib49 – volume: 61 start-page: 2854 issue: 9 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib37 article-title: A reinforcement learning-driven brain storm optimisation algorithm for multi-objective energy-efficient distributed assembly no-wait flow shop scheduling problem publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2022.2070786 – volume: 127 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib46 article-title: A Q-learning-based multi-objective evolutionary algorithm for integrated green production and distribution scheduling problems publication-title: Eng. Appl. Artif. Intell. doi: 10.1016/j.engappai.2023.107434 – volume: 83 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib22 article-title: Integrated scheduling problems of open shop and vehicle routing using an ensemble of group teaching optimization and simulated annealing publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2023.101373 – volume: 7 start-page: 66879 year: 2019 ident: 10.1016/j.heliyon.2024.e36318_bib36 article-title: Solving distributed hybrid flowshop scheduling problems by a hybrid brain storm optimization algorithm publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2917273 – start-page: 303 year: 2011 ident: 10.1016/j.heliyon.2024.e36318_bib14 article-title: Brain storm optimization algorithm – volume: 225 year: 2023 ident: 10.1016/j.heliyon.2024.e36318_bib21 article-title: Solving bi-objective integrated scheduling problem of production, inventory and distribution using a modified NSGA-II publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.120074 – volume: 128 year: 2024 ident: 10.1016/j.heliyon.2024.e36318_bib27 article-title: A knowledge-guided bi-population evolutionary algorithm for energy-efficient scheduling of distributed flexible job shop problem publication-title: Eng. Appl. Artif. Intell. doi: 10.1016/j.engappai.2023.107458 |
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