Pub Date : 2024-08-22DOI: 10.1080/03155986.2024.2389594
Ali Fallah Tehrani, Manish Aggarwal
Copulas are very applicable tools from a statistical point of view. Their capability to model joint distribution makes them a useful tool for statisticians. Yet, they have been applied rarely in mu...
{"title":"On extension of 2-copulas for information fusion","authors":"Ali Fallah Tehrani, Manish Aggarwal","doi":"10.1080/03155986.2024.2389594","DOIUrl":"https://doi.org/10.1080/03155986.2024.2389594","url":null,"abstract":"Copulas are very applicable tools from a statistical point of view. Their capability to model joint distribution makes them a useful tool for statisticians. Yet, they have been applied rarely in mu...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"29 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142213935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-21DOI: 10.1080/03155986.2024.2388452
Tasnim Ahmed, Salimur Choudhury
In the fast-paced domain of natural language processing, converting linguistic descriptions into mathematical optimization problems is a complex task, requiring profound comprehension and processin...
{"title":"LM4OPT: Unveiling the potential of Large Language Models in formulating mathematical optimization problems","authors":"Tasnim Ahmed, Salimur Choudhury","doi":"10.1080/03155986.2024.2388452","DOIUrl":"https://doi.org/10.1080/03155986.2024.2388452","url":null,"abstract":"In the fast-paced domain of natural language processing, converting linguistic descriptions into mathematical optimization problems is a complex task, requiring profound comprehension and processin...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"25 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142213941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-14DOI: 10.1080/03155986.2024.2385189
Hao Chen, Gonzalo E. Constante-Flores, Can Li
Decision-making problems can be represented as mathematical optimization models, finding wide applications in fields, such as economics, engineering, transportation, and health care. One of the pri...
决策问题可以用数学优化模型来表示，在经济、工程、交通和医疗保健等领域应用广泛。其中一个重要的...
{"title":"Diagnosing infeasible optimization problems using large language models","authors":"Hao Chen, Gonzalo E. Constante-Flores, Can Li","doi":"10.1080/03155986.2024.2385189","DOIUrl":"https://doi.org/10.1080/03155986.2024.2385189","url":null,"abstract":"Decision-making problems can be represented as mathematical optimization models, finding wide applications in fields, such as economics, engineering, transportation, and health care. One of the pri...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"3 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142213984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Currently, many e-commerce websites issue online/electronic coupons as an effective tool for promoting sales of various products and services. We focus on the problem of optimally allocating coupon...
{"title":"Robust portfolio optimization model for electronic coupon allocation","authors":"Yuki Uehara, Naoki Nishimura, Yilin Li, Jie Yang, Deddy Jobson, Koya Ohashi, Takeshi Matsumoto, Noriyoshi Sukegawa, Yuichi Takano","doi":"10.1080/03155986.2024.2386494","DOIUrl":"https://doi.org/10.1080/03155986.2024.2386494","url":null,"abstract":"Currently, many e-commerce websites issue online/electronic coupons as an effective tool for promoting sales of various products and services. We focus on the problem of optimally allocating coupon...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"3 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142213937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-14DOI: 10.1080/03155986.2024.2382545
Yanyi Zhang, Johannes De Smedt
Index tracking aims at replicating the benchmark index performance by constructing a tracking portfolio consisting of partial component stocks of the index. This is an NP-hard question because of t...
{"title":"Index tracking via reparameterizable subset sampling in neural networks","authors":"Yanyi Zhang, Johannes De Smedt","doi":"10.1080/03155986.2024.2382545","DOIUrl":"https://doi.org/10.1080/03155986.2024.2382545","url":null,"abstract":"Index tracking aims at replicating the benchmark index performance by constructing a tracking portfolio consisting of partial component stocks of the index. This is an NP-hard question because of t...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"39 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142213936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-07DOI: 10.1080/03155986.2024.2381306
Mahdi Mostajabdaveh, Timothy T. Yu, Rindranirina Ramamonjison, Giuseppe Carenini, Zirui Zhou, Yong Zhang
This paper explores the use of Large Language Models (LLMs) in modeling real-world optimization problems. We concretely define the task of translating natural language descriptions into optimizatio...
{"title":"Optimization modeling and verification from problem specifications using a multi-agent multi-stage LLM framework","authors":"Mahdi Mostajabdaveh, Timothy T. Yu, Rindranirina Ramamonjison, Giuseppe Carenini, Zirui Zhou, Yong Zhang","doi":"10.1080/03155986.2024.2381306","DOIUrl":"https://doi.org/10.1080/03155986.2024.2381306","url":null,"abstract":"This paper explores the use of Large Language Models (LLMs) in modeling real-world optimization problems. We concretely define the task of translating natural language descriptions into optimizatio...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"52 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-05DOI: 10.1080/03155986.2024.2383095
Wei Sun, Scott McFaddin, Linh Ha Tran, Shivaram Subramanian, Kristjan Greenewald, Yeshi Tenzin, Zack Xue, Youssef Drissi, Markus Ettl
Prescriptive artificial intelligence (AI) represents a transformative shift in decision-making by offering causal insights and actionable recommendations. Despite its huge potential, enterprise ado...
{"title":"PresAIse, a prescriptive AI solution for enterprise","authors":"Wei Sun, Scott McFaddin, Linh Ha Tran, Shivaram Subramanian, Kristjan Greenewald, Yeshi Tenzin, Zack Xue, Youssef Drissi, Markus Ettl","doi":"10.1080/03155986.2024.2383095","DOIUrl":"https://doi.org/10.1080/03155986.2024.2383095","url":null,"abstract":"Prescriptive artificial intelligence (AI) represents a transformative shift in decision-making by offering causal insights and actionable recommendations. Despite its huge potential, enterprise ado...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"20 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1080/03155986.2024.2367193
Bruno Bruck, Manuel Iori, Carlo Alberto Magni, Daniele Pretolani, Dario Vezzali
In this paper, we develop a decision support system (DSS) aimed at solving a real-world supplier selection problem (SSP) for a global service provider (GSP) operating in the facility management (FM...
{"title":"Supplier selection for global service providers: a decision support system","authors":"Bruno Bruck, Manuel Iori, Carlo Alberto Magni, Daniele Pretolani, Dario Vezzali","doi":"10.1080/03155986.2024.2367193","DOIUrl":"https://doi.org/10.1080/03155986.2024.2367193","url":null,"abstract":"In this paper, we develop a decision support system (DSS) aimed at solving a real-world supplier selection problem (SSP) for a global service provider (GSP) operating in the facility management (FM...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"55 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141609041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-26DOI: 10.1080/03155986.2024.2369387
Emre Berk Unsal, Sibel A. Alumur
In this study, we analyze the impact of optimal repositioning policy on the efficiency of bike sharing systems under several performance measures. We first develop a multi-period network flow model...
{"title":"Data-driven analysis of optimal repositioning policy in bike sharing systems","authors":"Emre Berk Unsal, Sibel A. Alumur","doi":"10.1080/03155986.2024.2369387","DOIUrl":"https://doi.org/10.1080/03155986.2024.2369387","url":null,"abstract":"In this study, we analyze the impact of optimal repositioning policy on the efficiency of bike sharing systems under several performance measures. We first develop a multi-period network flow model...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"30 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141946343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-10DOI: 10.1080/03155986.2024.2336280
Allyson Silva, Leandro C. Coelho, Maryam Darvish, Jacques Renaud
The rising of e-commerce demands an increase in the performance of warehousing systems, which are being redesigned to deal with a mass volume of demands to be fulfilled as quickly as possible. The ...
{"title":"Manual and robotic storage and picking systems: a literature review","authors":"Allyson Silva, Leandro C. Coelho, Maryam Darvish, Jacques Renaud","doi":"10.1080/03155986.2024.2336280","DOIUrl":"https://doi.org/10.1080/03155986.2024.2336280","url":null,"abstract":"The rising of e-commerce demands an increase in the performance of warehousing systems, which are being redesigned to deal with a mass volume of demands to be fulfilled as quickly as possible. The ...","PeriodicalId":13645,"journal":{"name":"Infor","volume":"11 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140561013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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