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International Journal of Production Research最新文献

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An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning 基于深度 Q 网络强化学习的按需交付智能开放交易系统
International Journal of Production Research Pub Date : 2024-06-14 DOI: 10.1080/00207543.2024.2364349
Chaojie Guo, Lele Zhang, Russell G. Thompson, Greg Foliente, Xiaoshuai Peng
{"title":"An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning","authors":"Chaojie Guo, Lele Zhang, Russell G. Thompson, Greg Foliente, Xiaoshuai Peng","doi":"10.1080/00207543.2024.2364349","DOIUrl":"https://doi.org/10.1080/00207543.2024.2364349","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"10 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141341010","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}
引用次数: 0
Joint transshipment, markdown, and clearance decisions at a fast-fashion retailer 快速时尚零售商的联合转运、降价和清仓决策
International Journal of Production Research Pub Date : 2024-06-14 DOI: 10.1080/00207543.2024.2365358
S. Naderi, Abdullah Dasci, Kemal Kilic
{"title":"Joint transshipment, markdown, and clearance decisions at a fast-fashion retailer","authors":"S. Naderi, Abdullah Dasci, Kemal Kilic","doi":"10.1080/00207543.2024.2365358","DOIUrl":"https://doi.org/10.1080/00207543.2024.2365358","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"15 26","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141341049","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}
引用次数: 0
Integrated scheduling of production and material delivery for the intelligent manufacturing system 智能制造系统的生产和物料交付综合调度
International Journal of Production Research Pub Date : 2024-06-11 DOI: 10.1080/00207543.2024.2363435
Tianning Liang, Liping Zhou, Zhibin Jiang
{"title":"Integrated scheduling of production and material delivery for the intelligent manufacturing system","authors":"Tianning Liang, Liping Zhou, Zhibin Jiang","doi":"10.1080/00207543.2024.2363435","DOIUrl":"https://doi.org/10.1080/00207543.2024.2363435","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"123 48","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141360690","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}
引用次数: 0
Assessing resiliency in scale-free supply chain networks: a stress testing approach based on entropy measurements and value-at-risk analysis 评估无规模供应链网络的弹性：基于熵测量和风险价值分析的压力测试方法
International Journal of Production Research Pub Date : 2024-06-11 DOI: 10.1080/00207543.2024.2361850
M. Khakifirooz, Michel Fathi, Alexandre Dolgui, P. Pardalos
{"title":"Assessing resiliency in scale-free supply chain networks: a stress testing approach based on entropy measurements and value-at-risk analysis","authors":"M. Khakifirooz, Michel Fathi, Alexandre Dolgui, P. Pardalos","doi":"10.1080/00207543.2024.2361850","DOIUrl":"https://doi.org/10.1080/00207543.2024.2361850","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"73 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141359647","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}
引用次数: 0
Supply chain fraud prediction with machine learning and artificial intelligence 利用机器学习和人工智能预测供应链欺诈行为
International Journal of Production Research Pub Date : 2024-06-07 DOI: 10.1080/00207543.2024.2361434
M. Lokanan, Vikas Maddhesia
{"title":"Supply chain fraud prediction with machine learning and artificial intelligence","authors":"M. Lokanan, Vikas Maddhesia","doi":"10.1080/00207543.2024.2361434","DOIUrl":"https://doi.org/10.1080/00207543.2024.2361434","url":null,"abstract":"The increasing complexity of supply chains is putting pressure on businesses to find new ways to optimize efficiency and cut costs. One area that has seen a lot of recent development is machine learning (ML) and artificial intelligence (AI) to help manage supply chains. This paper employs machine learning (ML) and artificial intelligence (AI) algorithms to predict fraud in the supply chain. Supply chain data for this project was retrieved from real-world business transactions. The findings show that ML and AI classifiers did an excellent job predicting supply chain fraud. In particular, the AI model was the highest predictor across all performance measures. These results suggest that computational intelligence can be a powerful tool for detecting and preventing supply chain fraud. ML and AI classifiers can analyze vast amounts of data and identify patterns that may evade manual detection. The findings presented in this paper can be used to optimize supply chain management (SCM) and make predictions of fraudulent transactions before they occur. While ML and AI classifiers are still in the early stages of development, they have the potential to revolutionize SCM. Future research should explore how these techniques can be refined and applied to other domains.","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":" 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141372516","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}
引用次数: 3
Sparse group principal component analysis using elastic-net regularisation and its application to virtual metrology in semiconductor manufacturing 使用弹性网正则化的稀疏组主成分分析及其在半导体制造虚拟计量中的应用
International Journal of Production Research Pub Date : 2024-06-07 DOI: 10.1080/00207543.2024.2361854
Geonseok Lee, Tianhui Wang, Dohyun Kim, Myong K. Jeong
{"title":"Sparse group principal component analysis using elastic-net regularisation and its application to virtual metrology in semiconductor manufacturing","authors":"Geonseok Lee, Tianhui Wang, Dohyun Kim, Myong K. Jeong","doi":"10.1080/00207543.2024.2361854","DOIUrl":"https://doi.org/10.1080/00207543.2024.2361854","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":" 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141371593","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}
引用次数: 0
Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning 基于模型强化学习的信贷工厂实时弹性流动车间调度
International Journal of Production Research Pub Date : 2024-06-07 DOI: 10.1080/00207543.2024.2361441
Liao Chen, Hongjia Liu, Ning Jia, Nianlu Ren, Runbang Cui, Wei Wei
{"title":"Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning","authors":"Liao Chen, Hongjia Liu, Ning Jia, Nianlu Ren, Runbang Cui, Wei Wei","doi":"10.1080/00207543.2024.2361441","DOIUrl":"https://doi.org/10.1080/00207543.2024.2361441","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":" 38","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141375144","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}
引用次数: 0
Digital thread-driven cloud-fog-edge collaborative disturbance mitigation mechanism for adaptive production in digital twin discrete manufacturing workshop 数字孪生离散制造车间自适应生产的数字线程驱动云雾边协同干扰缓解机制
International Journal of Production Research Pub Date : 2024-06-05 DOI: 10.1080/00207543.2024.2357222
Zhiwen Lin, Zhifeng Liu, Jun Yan, Yueze Zhang, C. Chen, Baobao Qi, Jinyan Guo
{"title":"Digital thread-driven cloud-fog-edge collaborative disturbance mitigation mechanism for adaptive production in digital twin discrete manufacturing workshop","authors":"Zhiwen Lin, Zhifeng Liu, Jun Yan, Yueze Zhang, C. Chen, Baobao Qi, Jinyan Guo","doi":"10.1080/00207543.2024.2357222","DOIUrl":"https://doi.org/10.1080/00207543.2024.2357222","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"53 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141381745","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}
引用次数: 0
A note on scheduling identical parallel machines with preemptions and setup times 带抢占和设置时间的相同并行机器调度说明
International Journal of Production Research Pub Date : 2024-06-05 DOI: 10.1080/00207543.2024.2362414
Mourad Boudhar, Alexandre Dolgui, Amina Haned, Abida Kerdali, Sergey Kovalev, M. Kovalyov
{"title":"A note on scheduling identical parallel machines with preemptions and setup times","authors":"Mourad Boudhar, Alexandre Dolgui, Amina Haned, Abida Kerdali, Sergey Kovalev, M. Kovalyov","doi":"10.1080/00207543.2024.2362414","DOIUrl":"https://doi.org/10.1080/00207543.2024.2362414","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"342 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141385850","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}
引用次数: 0
A systematic strategy for the architecture design of collaborative and reconfigurable assembly lines 协作式可重构装配线架构设计的系统化战略
International Journal of Production Research Pub Date : 2024-05-15 DOI: 10.1080/00207543.2024.2353789
Andrea Monguzzi, Andrea Maria Zanchettin, Paolo Rocco
{"title":"A systematic strategy for the architecture design of collaborative and reconfigurable assembly lines","authors":"Andrea Monguzzi, Andrea Maria Zanchettin, Paolo Rocco","doi":"10.1080/00207543.2024.2353789","DOIUrl":"https://doi.org/10.1080/00207543.2024.2353789","url":null,"abstract":"","PeriodicalId":506250,"journal":{"name":"International Journal of Production Research","volume":"4 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140971727","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}
引用次数: 0
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