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1. A multistage stochastic robust optimization model with fuzzy probability distribution for water supply management under uncertainty

作者： Y. L. Xie ; D. H. Xia ; G. H. Huang ; W. Li…

关键词：Inexact multistage stochastic programming ; Robust optimization ; Water resources allocation ; Fuzzy probability ; Uncertainty

刊名：Stochastic Environmental Research and Risk Assessment

出版年：2017

2. The Ancestral Benders’ cutting plane algorithm with multi-term disjunctions for mixed-integer recourse decisions in stochastic programming

作者： Yunwei Qi ; Suvrajeet Sen

关键词：Two ; stage stochastic mixed ; integer programs ; Cutting plane tree algorithm ; Multi ; term disjunctive cut ; Benders’ decomposition

刊名：Mathematical Programming

出版年：2017

3. A scenario-based framework for supply planning under uncertainty: stochastic programming versus robust optimization approaches

作者： Francesca Maggioni ; Florian A. Potra ; Marida Bertocchi

关键词：Stochastic programming ; Robust optimization ; Scenario based framework ; Adjustable robust optimization ; Supply planning ; Transportation

刊名：Computational Management Science

出版年：2017

4. Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions

作者： Mengdi Wang ; Ethan X. Fang ; Han Liu

关键词：Stochastic gradient ; Stochastic optimization ; Convex optimization ; Sample complexity ; Simulation ; Statistical learning

刊名：Mathematical Programming

出版年：2017

5. SDDP for multistage stochastic programs: preprocessing via scenario reduction

作者： Jitka Dupačová ; Václav Kozmík

关键词：Multistage stochastic programs ; Stochastic dual dynamic programming ; Multiperiod CVaR ; Scenario reduction

刊名：Computational Management Science

出版年：2017

6. Convex contractive interval linear programming for resources and environmental systems management

作者： Guanhui Cheng ; Guohe Huang ; Cong Dong

关键词：Resources and environmental systems management ; Interval uncertainty ; Interval linear programming ; Constraint violation

刊名：Stochastic Environmental Research and Risk Assessment

出版年：2017

7. A stochastic equilibrium chance-constrained programming model for municipal solid waste management of the City of Dalian, China

作者： Min Zhou ; Shasha Lu ; Shukui Tan ; Danping Yan ; Guoliang Ou…

关键词：Birandom variable ; Equilibrium chance ; Waste management ; Dalian

刊名：Quality & Quantity

出版年：2017

8. On the use of stochastic local search techniques to revise first-order logic theories from examples

作者： Aline Paes ; Gerson Zaverucha ; Vítor Santos Costa

关键词：Inductive logic programming ; Theory revision from examples ; Stochastic local search

刊名：Machine Learning

出版年：2017

9. Flow-based formulations for operational fixed interval scheduling problems with random delays

作者： Martin Branda ; Štěpán Hájek

关键词：Fixed interval scheduling ; Random delays ; Stochastic programming ; Flow ; based formulation ; Archimedean copula ; Integer programming

刊名：Computational Management Science

出版年：2017

10. Master disassembly scheduling in a remanufacturing system with stochastic routings

作者： Muris Lage Junior ; Moacir Godinho Filho

关键词：Production planning and control ; Remanufacturing ; Master production scheduling ; Stochastic routings

刊名：Central European Journal of Operations Research

出版年：2017

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