Pub Date : 2022-06-01DOI: 10.1016/j.cie.2022.108290
D. Wen, Tiaojun Xiao, M. Dastani
{"title":"Pricing strategy and collection rate for a supply chain considering environmental responsibility behaviors and rationality degree","authors":"D. Wen, Tiaojun Xiao, M. Dastani","doi":"10.1016/j.cie.2022.108290","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108290","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88754048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-21DOI: 10.48550/arXiv.2205.10682
Jin Xu, Weiqi Wang, Zheming Gao, Haocheng Luo, Qian Wu
Predicting the near-future delay with accuracy for trains is momentous for railway operations and passengers' traveling experience. This work aims to design prediction models for train delays based on Netherlands Railway data. We first develop a chi-square test to show that the delay evolution over stations follows a first-order Markov chain. We then propose a delay prediction model based on non-homogeneous Markov chains. To deal with the sparsity of the transition matrices of the Markov chains, we propose a novel matrix recovery approach that relies on Gaussian kernel density estimation. Our numerical tests show that this recovery approach outperforms other heuristic approaches in prediction accuracy. The Markov chain model we propose also shows to be better than other widely-used time series models with respect to both interpretability and prediction accuracy. Moreover, our proposed model does not require a complicated training process, which is capable of handling large-scale forecasting problems.
{"title":"A Novel Markov Model for Near-Term Railway Delay Prediction","authors":"Jin Xu, Weiqi Wang, Zheming Gao, Haocheng Luo, Qian Wu","doi":"10.48550/arXiv.2205.10682","DOIUrl":"https://doi.org/10.48550/arXiv.2205.10682","url":null,"abstract":"Predicting the near-future delay with accuracy for trains is momentous for railway operations and passengers' traveling experience. This work aims to design prediction models for train delays based on Netherlands Railway data. We first develop a chi-square test to show that the delay evolution over stations follows a first-order Markov chain. We then propose a delay prediction model based on non-homogeneous Markov chains. To deal with the sparsity of the transition matrices of the Markov chains, we propose a novel matrix recovery approach that relies on Gaussian kernel density estimation. Our numerical tests show that this recovery approach outperforms other heuristic approaches in prediction accuracy. The Markov chain model we propose also shows to be better than other widely-used time series models with respect to both interpretability and prediction accuracy. Moreover, our proposed model does not require a complicated training process, which is capable of handling large-scale forecasting problems.","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76090004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108249
Xiaohong Liu, Xiangyang Tao, Yao Wen, Yongliang Zeng
{"title":"Improving carbon emission performance of thermal power plants in China: An environmental benchmark selection approach","authors":"Xiaohong Liu, Xiangyang Tao, Yao Wen, Yongliang Zeng","doi":"10.1016/j.cie.2022.108249","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108249","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73226575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108259
D. Pamučar, Muhammet Deveci, Ilgin Gökasar, Luis Martínez, Mario Köppen
{"title":"Prioritizing transport planning strategies for freight companies towards zero carbon emission using ordinal priority approach","authors":"D. Pamučar, Muhammet Deveci, Ilgin Gökasar, Luis Martínez, Mario Köppen","doi":"10.1016/j.cie.2022.108259","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108259","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81158662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108242
Li Ren, Xin Ning, Z. Wang
{"title":"A competitive Markov decision process model and a recursive reinforcement-learning algorithm for fairness scheduling of agile satellites","authors":"Li Ren, Xin Ning, Z. Wang","doi":"10.1016/j.cie.2022.108242","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108242","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77979104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108227
Zhang Yu, S. Khan, Manoj Mathew, Muhammad Umar, Muhammad Hassan, Muhammad Jawad Sajid
{"title":"Identifying and analyzing the barriers of Internet-of-Things in sustainable supply chain through newly proposed spherical fuzzy geometric mean","authors":"Zhang Yu, S. Khan, Manoj Mathew, Muhammad Umar, Muhammad Hassan, Muhammad Jawad Sajid","doi":"10.1016/j.cie.2022.108227","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108227","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90891330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108278
Gaurav Deep, J. Sidhu, R. Mohana
{"title":"Insider threat prevention in distributed database as a service cloud environment","authors":"Gaurav Deep, J. Sidhu, R. Mohana","doi":"10.1016/j.cie.2022.108278","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108278","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77758982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108205
J. Xie, Xinyu Li, Liang Gao, Lin Gui
{"title":"A hybrid algorithm with a new neighborhood structure for job shop scheduling problems","authors":"J. Xie, Xinyu Li, Liang Gao, Lin Gui","doi":"10.1016/j.cie.2022.108205","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108205","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73718248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-05-01DOI: 10.1016/j.cie.2022.108261
C. Cimini, A. Lagorio, S. Cavalieri, O. Riedel, Carlos E. Pereira, Jason Wang
{"title":"Human-technology integration in smart manufacturing and logistics: current trends and future research directions","authors":"C. Cimini, A. Lagorio, S. Cavalieri, O. Riedel, Carlos E. Pereira, Jason Wang","doi":"10.1016/j.cie.2022.108261","DOIUrl":"https://doi.org/10.1016/j.cie.2022.108261","url":null,"abstract":"","PeriodicalId":10663,"journal":{"name":"Comput. Ind. Eng.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87669627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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