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检索条件"主题词=Stochastic Programming"
5168 条 记 录,以下是471-480 订阅
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Importance Sampling in stochastic programming: A Markov Chain Monte Carlo Approach
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INFORMS JOURNAL ON COMPUTING 2015年 第2期27卷 358-377页
作者: Parpas, Panos Ustun, Berk Webster, Mort Quang Kha Tran Univ London Imperial Coll Sci Technol & Med Dept Comp Sci London SW7 2AZ England MIT Dept Elect Engn & Comp Sci Cambridge MA 02139 USA MIT Engn Syst Div Cambridge MA 02139 USA Univ London Imperial Coll Sci Technol & Med Dept Comp Sci London SW7 2AZ England
stochastic programming models are large-scale optimization problems that are used to facilitate decision making under uncertainty. Optimization algorithms for such problems need to evaluate the expected future costs o... 详细信息
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A stochastic programming approach for the Bayesian experimental design of nonlinear systems
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COMPUTERS & CHEMICAL ENGINEERING 2015年 72卷 312-324页
作者: Lainez-Aguirre, Jose M. Mockus, Linas Reklaitis, Gintaras V. SUNY Buffalo Dept Ind & Syst Engn Amherst NY 14260 USA Purdue Univ Sch Chem Engn W Lafayette IN 47907 USA
Several approaches for the Bayesian design of experiments have been proposed in the literature (e.g., D-optimal, E-optimal, A-optimal designs). Most of these approaches assume that the available prior knowledge is rep... 详细信息
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Optimal Home Energy Management Integrating Random PV and Appliances Based on stochastic programming
Optimal Home Energy Management Integrating Random PV and App...
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第28届中国控制与决策会议
作者: Hepeng Li Chuanzhi Zang Peng Zeng Haibin Yu Zhongwen Li Ni Fenglian Lab.of Networked Control Systems Shenyang Institute of AutomationChinese Academy of Sciences University of Chinese Academy of Sciences Huaihai institute of technology
This paper presents an detailed study about the development of an integrative DR policy for the optimal home energy management system under stochastic *** this study,home appliances are classified into three categorie... 详细信息
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A stochastic semidefinite programming approach for bounds on option pricing under regime switching
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ANNALS OF OPERATIONS RESEARCH 2016年 第1-2期237卷 41-75页
作者: Kwon, Roy H. Li, Jonathan Y. Univ Toronto Dept Mech & Ind Engn 5 Kings Coll Rd Toronto ON M5S 3G8 Canada
We consider bounds for the price of a European-style call option under regime switching. stochastic semidefinite programming models are developed that incorporate a lattice generated by a finite-state Markov chain reg... 详细信息
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RISK MEASURES IN stochastic programming AND ROBUST OPTIMIZATION PROBLEMS
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CYBERNETICS AND SYSTEMS ANALYSIS 2015年 第6期51卷 874-885页
作者: Kirilyuk, V. S. Natl Acad Sci Ukraine VM Glushkov Cybernet Inst Kiev Ukraine
The author considers the use of risk measures that allows combining stochastic programming and robust optimization problems within the overall approach. Constructions for the class of polyhedral coherent risk measures... 详细信息
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A stochastic programming Strategy in Microgrid Cyber Physical Energy System for Energy Optimal Operation
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IEEE/CAA Journal of Automatica Sinica 2015年 第3期2卷 296-303页
作者: Hepeng Li Chuanzhi Zang Peng Zeng Haibin Yu Zhongwen Li the Laboratory of Networked Control Systems Shenyang Institute of AutomationChinese Academy of Sciences
This paper focuses on the energy optimal operation problem of microgrids (MGs) under stochastic environment. The deterministic method of MGs operation is often uneconomical because it fails to consider the high random... 详细信息
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A stochastic programming approach for floods emergency logistics
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TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW 2015年 75卷 18-31页
作者: Garrido, Rodrigo A. Lamas, Patricio Pino, Francisco J. Univ Diego Portales Fac Engn Santiago Chile Univ Leuven Res Ctr Operat Management Leuven Belgium Steer Davies Gleave Providencia Chile
This article presents a model to assist decision makers in the logistics of a flood emergency. The model attempts to optimize inventory levels for emergency supplies as well as vehicles' availability, in order to ... 详细信息
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The construction of an investment portfolio using stochastic programming
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Journal of Sustainable Finance and Investment 2016年 第3期6卷 151-160页
作者: Kabašinskas, Audrius Kadikinaitė, Lina Department of Mathematical Modeling Faculty of Mathematics and Natural Sciences Kaunas University of Technology Kaunas Lithuania
The aim of this paper is to construct a portfolio of eight different stocks from New York Stock Exchange market (AIR, ABM, TSCO, HLX, KO, DIS, AMZN, and VZ) using stochastic programming. The next stage (period) prices... 详细信息
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A Two-stage stochastic Mixed-integer programming Model for Resilience Enhancement of Active Distribution Networks
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Journal of Modern Power Systems and Clean Energy 2023年 第1期11卷 94-106页
作者: Hongzhou Chen Jian Wang Jizhong Zhu Xiaofu Xiong Wei Wang Hongrui Yang State Key Laboratory of Power Transmission Equipment&System Security and New Technology Chongqing UniversityChongqing 400044China South China University of Technology Guangzhou 510641China Electric Power Research Institute State Grid Chongqing Electric Power CompanyChongqing 401123China IEEE
Most existing distribution networks are difficult to withstand the impact of meteorological disasters. With the development of active distribution networks(ADNs), more and more upgrading and updating resources are app... 详细信息
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Integer set reduction for stochastic mixed-integer programming
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COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2023年 第1期85卷 181-211页
作者: Venkatachalam, Saravanan Ntaimo, Lewis Wayne State Univ Dept Ind & Syst Engn 4815 Fourth St Detroit MI 48202 USA Texas A&M Univ Wm Michael Barnes Dept Ind & Syst Engn 64 3131 TAMU College Stn TX 77843 USA
Two-stage stochastic mixed-integer programs (SMIPs) with general integer variables in the second-stage are generally difficult to solve. This paper develops the theory of integer set reduction for characterizing a sub... 详细信息
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