{"title":"Stochastic Greedy Two-neighborhood Search Algorithm For Hybrid Disassembly Line Balancing Problem Considering Human Posture","authors":"Peng Ji, Xu Wang, Xiwang Guo, Jiacun Wang, Shujin Qin, Ying Tang","doi":"10.1109/ICCSI55536.2022.9970611","DOIUrl":null,"url":null,"abstract":"With the continuous development of manufacturing industry, many waste products are produced as a side effect. Recycling these waste products can significantly improve the utilization of resources and promote the green development of the environment. Establishing a manual disassembly line is one way to recycle scrap, but the mixture of multiple disassembly lines can be more effective. This paper proposes a hybrid disassembly line balance problem that takes human posture into consideration. This problem combines the U -shaped and linear disassembly line features. We establish a mathematical model to obtain maximum profit, and propose to use the stochastic greedy two-neighborhood search algorithm can solve this problem. The algorithm searches different neighborhoods to obtain the near-optimal solution. The experimental results show that the algorithm can get a good solution.","PeriodicalId":421514,"journal":{"name":"2022 International Conference on Cyber-Physical Social Intelligence (ICCSI)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Cyber-Physical Social Intelligence (ICCSI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSI55536.2022.9970611","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With the continuous development of manufacturing industry, many waste products are produced as a side effect. Recycling these waste products can significantly improve the utilization of resources and promote the green development of the environment. Establishing a manual disassembly line is one way to recycle scrap, but the mixture of multiple disassembly lines can be more effective. This paper proposes a hybrid disassembly line balance problem that takes human posture into consideration. This problem combines the U -shaped and linear disassembly line features. We establish a mathematical model to obtain maximum profit, and propose to use the stochastic greedy two-neighborhood search algorithm can solve this problem. The algorithm searches different neighborhoods to obtain the near-optimal solution. The experimental results show that the algorithm can get a good solution.