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检索条件"主题词=MULTISTAGE STOCHASTIC PROGRAMMING"
155 条 记 录,以下是1-10 订阅
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multistage stochastic programming for integrated network optimization in hurricane relief logistics and evacuation planning
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NETWORKS 2025年 第1期85卷 3-37页
作者: Bhattarai, Sudhan Song, Yongjia Clemson Univ Dept Ind Engn Clemson SC 29634 USA
In this article, we study the integrated hurricane relief logistics and evacuation planning (IHRLEP) problem, integrating hurricane evacuation and relief item pre-positioning operations that are typically treated sepa... 详细信息
来源: 评论
A multistage stochastic programming approach for drone-supported last-mile humanitarian logistics system planning
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ADVANCED ENGINEERING INFORMATICS 2025年 65卷
作者: Jin, Zhongyi Ng, Kam K. H. Zhang, Chenliang Chan, Y. Y. Qin, Yichen Hong Kong Polytech Univ Dept Aeronaut & Aviat Engn Hung Hom Hong Kong Peoples R China Shanghai Maritime Univ Sch Econ & Management Shanghai Peoples R China
Drone-supported last-mile humanitarian logistics systems playa crucial role inefficiently delivering essential relief items during disasters. In contrast to conventional truck-based transportation methods, drones prov... 详细信息
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multistage stochastic programming approach for joint optimization of job scheduling and material ordering under endogenous uncertainties
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2021年 第3期290卷 886-900页
作者: Sha, Yue Zhang, Junlong Cao, Hui Tsinghua Univ Dept Ind Engn Beijing Peoples R China Suning Com Artificial Intelligent Res Ctr Nanjing Peoples R China
Job scheduling incorporated with material ordering can better meet practical needs and lead to overall cost reduction. In this paper, we present a stochastic approach for this joint optimization problem, considering u... 详细信息
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Value function gradient learning for large-scale multistage stochastic programming problems
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023年 第1期308卷 321-335页
作者: Lee, Jinkyu Bae, Sanghyeon Kim, Woo Chang Lee, Yongjae Korea Adv Inst Sci & Technol KAIST Dept Ind & Syst Engn Daejeon South Korea Ulsan Natl Inst Sci & Technol UNIST Dept Ind Engn Ulsan South Korea
A stagewise decomposition algorithm called "value function gradient learning" (VFGL) is proposed for large-scale multistage stochastic convex programs. VFGL finds the parameter values that best fit the gra-d... 详细信息
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Approximation of multistage stochastic programming problems by smoothed quantization
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REVIEW OF MANAGERIAL SCIENCE 2024年 第7期18卷 2079-2114页
作者: Smid, Martin Kozmik, Vaclav Czech Acad Sci Inst Informat Theory & Automat Vodarenskou Vezi 4 Prague 8 Czech Republic Charles Univ Prague Fac Math & Phys Dept Probabil & Math Stat Sokolovska 49-83 Prague Czech Republic
We present an approximation technique for solving multistage stochastic programming problems with an underlying Markov stochastic process. This process is approximated by a discrete skeleton process, which is conseque... 详细信息
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Optimization of the cropping pattern under seasonal fluctuations of surface water using multistage stochastic programming
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WATER SUPPLY 2022年 第6期22卷 5716-5728页
作者: Mirzaei, Abbas Azarm, Hassan Naghavi, Somayeh Agr Sci & Nat Resources Univ Khuzestan Dept Agr Econ Mollasani Iran Shiraz Univ Sch Agr Dept Agr Econ Shiraz Iran Univ Jiroft Sch Agr Dept Agr Econ Kerman Iran
Regarding the rapid socio-economic development, increasing food demand and decreasing available resources, this challenge has become a major problem in the agricultural sector, causing the change consumption from surf... 详细信息
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multistage stochastic programming: Algorithms, Modelling and Applications
Multistage Stochastic Programming: Algorithms, Modelling and...
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作者: Siddig, Murwan Clemson University
学位级别:Ph.D., Doctor of Philosophy
This dissertation comprises four different topics related to multistage stochastic programming (MSP) algorithms, modeling, and applications. First, we extend the adaptive partition-based approach for solving two-stage... 详细信息
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On the impact of deep learning-based time-series forecasts on multistage stochastic programming policies
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INFOR 2022年 第2期60卷 133-164页
作者: Wang, Juyoung Cevik, Mucahit Bodur, Merve Univ Toronto Dept Mech & Ind Engn Toronto ON Canada Ryerson Univ Dept Mech & Ind Engn Toronto ON Canada
multistage stochastic programming provides a modeling framework for sequential decision-making problems that involve uncertainty. One typically overlooked aspect of this methodology is how uncertainty is incorporated ... 详细信息
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Seasonal operation planning of hydrogen-enabled multi-energy microgrids through multistage stochastic programming
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JOURNAL OF ENERGY STORAGE 2024年 85卷
作者: Sun, Xunhang Cao, Xiaoyu Li, Miaomiao Zhai, Qiaozhu Guan, Xiaohong Xi An Jiao Tong Univ Sch Automat Sci & Engn Xian 710049 Peoples R China Xi An Jiao Tong Univ Natl Innovat Platform Ctr Ind Educ Integrat Energy Xian 710049 Peoples R China Univ Illinois Coordinated Sci Lab Urbana IL 61801 USA Tsinghua Univ Ctr Intelligent & Networked Syst Dept Automat Beijing 100084 Peoples R China
As a carbon-free storage medium, hydrogen has advantages in large-scale and long -term energy shifting, thereby mitigating the seasonal imbalance between energy supply and demands. By integrating hydrogen, electricity... 详细信息
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Solving multistage stochastic linear programming via regularized linear decision rules: An application to hydrothermal dispatch planning
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023年 第1期309卷 345-358页
作者: Nazare, Felipe Street, Alexandre Pontifical Catholic Univ Rio DeJaneiro Elect Engn Dept LAMPS PUC Rio Rio De Janeiro Brazil
The solution of multistage stochastic linear problems (MSLPs) represents a challenge for many applications. Long-term hydrothermal dispatch planning (LHDP) materializes this challenge in a real-world problem that affe... 详细信息
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