Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Computer Science Applications,General Chemical Engineering
Reference56 articles.
1. Stochastic optimization based algorithms for process synthesis under uncertainty;Acevedo;Comput. Chem. Eng.,1998
2. Deriving robust counterparts of nonlinear uncertain inequalities;Ben-Tal;Math. Program.,2015
3. Theory and applications of robust optimization;Bertsimas;SIAM Rev.,2011
4. Duality in two-stage adaptive linear optimization: Faster computation and stronger bounds;Bertsimas;INFORMS J. Comput.,2016
5. Data-driven robust optimization;Bertsimas;Math. Program.,2017
Cited by 144 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Data-driven robust optimisation of hydrogen infrastructure planning under demand uncertainty using a hybrid decomposition method;Applied Energy;2024-12
2. Designing a sustainable plastic bottle reverse logistics network: A data-driven optimization approach;Expert Systems with Applications;2024-10
3. Sustainable energy management and control for Decarbonization of complex multi-zone buildings with renewable solar and geothermal energies using machine learning, robust optimization, and predictive control;Applied Energy;2024-10
4. Data-driven robust optimization for a sustainable steel supply chain network design: Toward the circular economy;Computers & Industrial Engineering;2024-09
5. A data-driven robust optimization method based on scenario clustering for PVC production scheduling under uncertainty;Computers & Chemical Engineering;2024-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3