An intelligent matching recommendation algorithm for a manufacturing capacity sharing platform with fairness concerns

References

• Agatz, Niels, Alan Erera, Martin Savelsbergh, and Xing Wang. 2012. “Optimization for Dynamic Ride-Sharing: A Review.” European Journal of Operational Research 223 (2): 295–303. doi:10.1016/j.ejor.2012.05.028.
   Web of Science ®Google Scholar
• Boysen, Nils, Dirk Briskorn, and Stefan Schwerdfeger. 2019. “Matching Supply and Demand in a Sharing Economy: Classification, Computational Complexity, and Application.” European Journal of Operational Research 278 (2): 578–595. doi:10.1016/j.ejor.2019.04.032.
   Web of Science ®Google Scholar
• Cachon, Gérard P., Kaitlin M. Daniels, and Ruben Lobel. 2017. “The Role of Surge Pricing on a Service Platform with Self-Scheduling Capacity.” Manufacturing and Service Operations Management 19 (3): 368–384. doi:10.1287/msom.2017.0618.
   Web of Science ®Google Scholar
• Cao, Yan, Xinggang Luo, C. K. Kwong, and Jiafu Tang. 2013. “Supplier Pre-Selection for Platform-Based Products: A Multi-Objective Approach.” International Journal of Production Research 52 (1): 1–19. doi:10.1080/00207543.2013.807376.
   Web of Science ®Google Scholar
• Cheng, Ying, Fei Tao, Dongming Zhao, and Lin Zhang. 2017. “Modeling of Manufacturing Service Supply–Demand Matching Hypernetwork in Service-Oriented Manufacturing Systems.” Robotics and Computer-Integrated Manufacturing 45: 59–72. doi:10.1016/j.rcim.2016.05.007.
   Web of Science ®Google Scholar
• Deb, Kalyanmoy, Amrit Pratap, Sameer Agarwal, and T. Meyarivan. 2002. “A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II.” IEEE Transactions on Evolutionary Computation 6 (2).
   Web of Science ®Google Scholar
• Furuhata, Masabumi, Maged Dessouky, Fernando Ordóñez, Marc Etienne Brunet, Xiaoqing Wang, and Sven Koenig. 2013. “Ridesharing: The State-of-the-Art and Future Directions.” Transportation Research Part B: Methodological 57: 28–46. doi:10.1016/j.trb.2013.08.012.
   Web of Science ®Google Scholar
• Ghassemi Tari, Farhad, and Zahra Hashemi. 2016a. “A Priority Based Genetic Algorithm for Nonlinear Transportation Costs Problems.” Computers and Industrial Engineering 96: 86–95. doi:10.1016/j.cie.2016.03.010.
   Web of Science ®Google Scholar
• Ghassemi Tari, Farhad, and Zahra Hashemi. 2016b. “A Priority Based Genetic Algorithm for Nonlinear Transportation Costs Problems.” Computers and Industrial Engineering 96: 86–95. doi:10.1016/j.cie.2016.03.010.
   Web of Science ®Google Scholar
• Guo, Liang, and Xiaole Wu. 2018. “Capacity Sharing between Competitors.” Management Science 64 (8): 3554–3573. doi:10.1287/mnsc.2017.2796.
   Web of Science ®Google Scholar
• He, Long, Zhenyu Hu, and Meilin Zhang. 2019. “Robust Repositioning for Vehicle Sharing.” Manufacturing & Service Operations Management 22 (2): 241–256. doi:10.1287/MSOM.2018.0734.
   Web of Science ®Google Scholar
• Jorge, Diana, and Gonçalo Correia. 2013. “Carsharing Systems Demand Estimation and Defined Operations: A Literature Review.” European Journal of Transport and Infrastructure Research 13 (3): 201–220. doi:10.18757/ejtir.2013.13.3.2999.
   Web of Science ®Google Scholar
• Lee, C. K. H. 2016. “A GA-Based Optimisation Model for Big Data Analytics Supporting Anticipatory Shipping in Retail 4.0.” International Journal of Production Research 55 (2): 593–605. doi:10.1080/00207543.2016.1221162.
   Web of Science ®Google Scholar
• Li, Hui Fang, Xun Dong, and Chang Gang Song. 2012. “Intelligent Searching and Matching Approach for Cloud Manufacturing Service.” Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS 18 (7): 1485–1493.
   Google Scholar
• Li, Hui, and Kannan Srinivasan. 2019. “Competitive Dynamics in the Sharing Economy: An Analysis in the Context of Airbnb and Hotels.” Marketing Science 38 (3): 365–391. doi:10.1287/mksc.2018.1143.
   Web of Science ®Google Scholar
• Lin, Xiaogang, and Yong Wu Zhou. 2019. “Pricing Policy Selection for a Platform Providing Vertically Differentiated Services with Self-Scheduling Capacity.” Journal of the Operational Research Society 70 (7): 1203–1218. doi:10.1080/01605682.2018.1487822.
   Web of Science ®Google Scholar
• Ma, H. L., Felix T.S. Chan, and S. H. Chung. 2013. “Minimising Earliness and Tardiness by Integrating Production Scheduling with Shipping Information.” International Journal of Production Research 51 (8): 2253–2267. doi:10.1080/00207543.2012.718452.
   Web of Science ®Google Scholar
• Molla-Alizadeh-Zavardehi, S., M. Hajiaghaei-Keshteli, and R. Tavakkoli-Moghaddam. 2011. “Solving a Capacitated Fixed-Charge Transportation Problem by Artificial Immune and Genetic Algorithms with a Prüfer Number Representation.” Expert Systems with Applications 38 (8): 10462–10474. doi:10.1016/j.eswa.2011.02.093.
   Web of Science ®Google Scholar
• Othman, Zalinda, Mohammad Reza Rostamian Delavar, Sarah Behnam, and Sina Lessanibahri. 2011. “Adaptive Genetic Algorithm for Fixed-Charge Transportation Problem.” IMECS 2011 - International MultiConference of Engineers and Computer Scientists 2011 1 (March): 96–101.
   Google Scholar
• Patro, Gourab K., Abhijnan Chakraborty, Niloy Ganguly, and Krishna Gummadi. 2020. “Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations.” Proceedings of the AAAI Conference on Artificial Intelligence 34 (01): 181–188. doi:10.1609/aaai.v34i01.5349.
   Google Scholar
• Rezaei, Jafar, and Mansoor Davoodi. 2012. “A Joint Pricing, Lot-Sizing, and Supplier Selection Model.” International Journal of Production Research 50 (16): 4524–4542. doi:10.1080/00207543.2011.613866.
   Web of Science ®Google Scholar
• Rohaninejad, Mohammad, Reza Tavakkoli-Moghaddam, Behdin Vahedi-Nouri, Zdeněk Hanzálek, and Shadi Shirazian. 2021. “A Hybrid Learning-Based Meta-Heuristic Algorithm for Scheduling of an Additive Manufacturing System Consisting of Parallel SLM Machines.” International Journal of Production Research, doi:10.1080/00207543.2021.1987550.
   PubMed Web of Science ®Google Scholar
• Song, Mingjie, and Dongmei Chen. 2018. “An Improved Knowledge-Informed NSGA-II for Multi-Objective Land Allocation (MOLA).” Geo-Spatial Information Science 21 (4): 273–287. doi:10.1080/10095020.2018.1489576.
   Web of Science ®Google Scholar
• Wang, Xing, Niels Agatz, and Alan Erera. 2018. “Stable Matching for Dynamic Ride-Sharing Systems.” Transportation Science 52 (4): 850–867. doi:10.1287/trsc.2017.0768.
   Web of Science ®Google Scholar
• Wang, Yulan, Baozhuang Niu, and Pengfei Guo. 2013. “On the Advantage of Quantity Leadership When Outsourcing Production to a Competitive Contract Manufacturer.” Production and Operations Management 22 (1): 104–119. doi:10.1111/j.1937-5956.2012.01336.x.
   Web of Science ®Google Scholar
• Wang, Yulan, Baozhuang Niu, and Pengfei Guo. 2014. “The Comparison of Two Vertical Outsourcing Structures under Push and Pull Contracts.” Production and Operations Management 23 (4): 610–625. doi:10.1111/poms.12025.
   Web of Science ®Google Scholar
• Wang, Tianri, Pengzhi Zhang, Juan Liu, and Liqing Gao. 2021. “Multi-User-Oriented Manufacturing Service Scheduling with an Improved NSGA-II Approach in the Cloud Manufacturing System.” International Journal of Production Research 60 (8): 2425–2442. doi:10.1080/00207543.2021.1893851.
   Web of Science ®Google Scholar
• Xie, Lei, and Hongshuai Han. 2020. “Capacity Sharing and Capacity Investment of Environment-Friendly Manufacturing: Strategy Selection and Performance Analysis.” International Journal of Environmental Research and Public Health 17 (16): 1–20. doi:10.3390/ijerph17165790.
   Web of Science ®Google Scholar
• Yağmur, Ece, and Saadettin Erhan Kesen. 2022. “Bi-Objective Coordinated Production and Transportation Scheduling Problem with Sustainability: Formulation and Solution Approaches.” International Journal of Production Research, doi:10.1080/00207543.2021.2017054.
   Web of Science ®Google Scholar
• Yuan, Minghai, Yadong Li, Lizhi Zhang, and Fengque Pei. 2021. “Research on Intelligent Workshop Resource Scheduling Method Based on Improved NSGA-II Algorithm.” Robotics and Computer-Integrated Manufacturing 71. doi:10.1016/j.rcim.2021.102141.
   Web of Science ®Google Scholar
• Zhou, Yong Wu, Xiaogang Lin, Yuanguang Zhong, and Wei Xie. 2019. “Contract Selection for a Multi-Service Sharing Platform with Self-Scheduling Capacity.” Omega (United Kingdom) 86: 198–217. doi:10.1016/j.omega.2018.07.011.
   Web of Science ®Google Scholar