two-stage stochastic programming 两阶段随机规划是一种用于解决决策问题的数学优化方法,其中决策变量在第一阶段被确定,然后在第二阶段面临不确定性。两阶段随机规划可以应用于各种场景,如生产计划、资源配置、物流和供应链管理等。 在第一阶段,决策者需要做出一系列决策,这些决策基于对未来的预测和期望。这些决策通常...
This book – representing the author's habilitation thesis – contributes to the methodology for two-stage stochastic programming models. It begins with recalling known definitions and characterizations. Then, two-stage stochastic programs are introduced in the first part: In a random environment, a ...
Two-Stage Stochastic Programming: Quasigradient MethodTwo-Stage Stochastic Programming: Quasigradient MethodKeywords and Phrases Anticipation, Learning, and Adaptation Safety Constraints and CVaR Risk Measures General Model Convex Case Stochastic Decomposition Techniques Dynamic Two-Stage Problem Decision...doi...
This paper proposes a novel two-stage stochastic programming model that captures different time- and weather-dependent biomass quality parameters (e.g., the moisture content, ash content, and dry matter loss) and their impact on the overall supply chain design. To efficiently solve this ...
网络释义 1. 两阶段随机规划 两阶段求索随机... ... )two-stage stochastic programming两阶段随机规划) two-stage birandom programming 两阶段双随机规 … www.dictall.com|基于2个网页 2. 阶段随机规划 兩阶段随机规划(Two-stage stochastic programming):为建构随机规划问题 ...
Y. Emre Kilic & Umut Rifat Tuzkaya (2015) A two-stage stochastic mixed-integer programming approach to physical distribution network design, International Journal of Production Research, 53:4, 1291-1306Kilic Y E,Tuzkaya U R.A two-stage stochastic mixed-integer programming approach to physical ...
Section 5 presents the results of the stochastic programming problem in comparison to those of the deterministic one. The impacts of external uncertainties on the optimal design of distributed energy systems are investigated based on the modelling results....
Two-stage Stochastic Programming for Risk-aware Scheduling of Energy Hubs Participating in Day-ahead and Real-time Electricity Markets (2022) Google Scholar [23] H. Mehrjerdi Modeling, integration, and optimal selection of the turbine technology in the hybrid wind-photovoltaic renewable energy system...
This paper addresses a complex stochastic online route-planning problem (SORPP) which is mathematically formulated as a two-stage stochastic programming model. To meet the immediacy requirement of online fashion, an end-to-end deep learning model is designed which is composed of an encoder and a...
基于两阶段随机规划方法的灌区水资源优化配置 optimal water resources planning based on interval-parameter two-stage stochastic programming186阅读 文档大小:906.44K 9页 忍受上传于2015-02-08 格式:PDF An interval-fuzzy two-stage stochastic programming model for planning carbon dioxide trading under uncertainty...