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Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications最新文献

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Evolutionary Computation: An Emerging Framework for Practical Single and Multicriterion Optimization and Decision Making 进化计算:实用的单准则和多准则优化和决策的新框架
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0231
K. Deb
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引用次数: 0
Discrete Choice Models and Applications in Operations Management 离散选择模型及其在运营管理中的应用
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0229
Ruxian Wang
{"title":"Discrete Choice Models and Applications in Operations Management","authors":"Ruxian Wang","doi":"10.1287/educ.2021.0229","DOIUrl":"https://doi.org/10.1287/educ.2021.0229","url":null,"abstract":"","PeriodicalId":331164,"journal":{"name":"Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114173592","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
Machine Learning for Optimal Power Flows 最优潮流的机器学习
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0234
P. Van Hentenryck
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引用次数: 10
Game Theory and the COVID-19 Pandemic 博弈论与COVID-19大流行
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0226
A. Nagurney
{"title":"Game Theory and the COVID-19 Pandemic","authors":"A. Nagurney","doi":"10.1287/educ.2021.0226","DOIUrl":"https://doi.org/10.1287/educ.2021.0226","url":null,"abstract":"","PeriodicalId":331164,"journal":{"name":"Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications","volume":"153 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127851353","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: 2
Response-Guided Dosing in Cancer Radiotherapy 肿瘤放疗中的反应引导剂量
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0227
A. Ghate
{"title":"Response-Guided Dosing in Cancer Radiotherapy","authors":"A. Ghate","doi":"10.1287/educ.2021.0227","DOIUrl":"https://doi.org/10.1287/educ.2021.0227","url":null,"abstract":"","PeriodicalId":331164,"journal":{"name":"Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121769384","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
Exactness in Semidefinite Progam Relaxations of Quadratically Constrained Quadratic Programs: Theory and Applications 二次约束二次规划半定规划松弛的精确性:理论与应用
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0232
F. Kılınç-Karzan, Alex L. Wang
{"title":"Exactness in Semidefinite Progam Relaxations of Quadratically Constrained Quadratic Programs: Theory and Applications","authors":"F. Kılınç-Karzan, Alex L. Wang","doi":"10.1287/educ.2021.0232","DOIUrl":"https://doi.org/10.1287/educ.2021.0232","url":null,"abstract":"","PeriodicalId":331164,"journal":{"name":"Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122186633","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
Storytelling with Sports Analytics 用体育分析讲故事
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-10-01 DOI: 10.1287/educ.2021.0230
Elizabeth L. Bouzarth, B. Grannan, John M. Harris, K. Hutson, Peter J. Keating
{"title":"Storytelling with Sports Analytics","authors":"Elizabeth L. Bouzarth, B. Grannan, John M. Harris, K. Hutson, Peter J. Keating","doi":"10.1287/educ.2021.0230","DOIUrl":"https://doi.org/10.1287/educ.2021.0230","url":null,"abstract":"","PeriodicalId":331164,"journal":{"name":"Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116099121","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
Surrogate-Based Simulation Optimization 基于代理的仿真优化
Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Pub Date : 2021-05-09 DOI: 10.1287/educ.2021.0225
L. Hong, Xiaowei Zhang
{"title":"Surrogate-Based Simulation Optimization","authors":"L. Hong, Xiaowei Zhang","doi":"10.1287/educ.2021.0225","DOIUrl":"https://doi.org/10.1287/educ.2021.0225","url":null,"abstract":"Simulation models are widely used in practice to facilitate decision-making in a complex, dynamic and stochastic environment. But they are computationally expensive to execute and optimize, due to lack of analytical tractability. Simulation optimization is concerned with developing efficient sampling schemes -- subject to a computational budget -- to solve such optimization problems. To mitigate the computational burden, surrogates are often constructed using simulation outputs to approximate the response surface of the simulation model. In this tutorial, we provide an up-to-date overview of surrogate-based methods for simulation optimization with continuous decision variables. Typical surrogates, including linear basis function models and Gaussian processes, are introduced. Surrogates can be used either as a local approximation or a global approximation. Depending on the choice, one may develop algorithms that converge to either a local optimum or a global optimum. Representative examples are presented for each category. Recent advances in large-scale computation for Gaussian processes are also discussed.","PeriodicalId":331164,"journal":{"name":"Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130085690","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: 8
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