Stochastic programming solutions to supply chain management.

机译：供应链管理的随机编程解决方案。

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We formulate a finite-horizon multistage stochastic linear program model for tactical supply chain planning problems and study the effect of random demands on expected profit, through appropriate material flow and inventory allocation.;The associated deterministic model is a capacitated Leontief substitution system, which itself is an instance of a capacitated Hypergraph. We find a fast algorithm to compute approximate solutions, based on Positive Linear Programming.;We explore different decomposition approaches and suggest enhancements to the Benders decomposition method. Supply chain test cases from the literature are used to generate models with large numbers of scenarios and stages, for which we compute near-optimal solutions.

机译：我们针对战术供应链计划问题建立了一个有限水平的多阶段随机线性规划模型，并通过适当的物料流和库存分配研究了随机需求对预期利润的影响。关联的确定性模型是具有能力的Leontief替代系统，该系统本身是功能丰富的Hypergraph的实例。我们找到了一种基于正线性规划的快速算法来计算近似解。；我们探索了不同的分解方法，并提出了对Benders分解方法的增强建议。来自文献的供应链测试案例可用于生成具有大量场景和阶段的模型，为此我们计算出接近最优的解决方案。

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作者
Schaub, Rene C.;
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Stanford University.;

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授予单位 Stanford University.;
学科 Operations Research.
学位 Ph.D.
年度 2009
页码 56 p.
总页数 56
原文格式 PDF
正文语种 eng
中图分类运筹学;
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入库时间 2022-08-17 11:38:25

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1. A two-stage stochastic programming method for designing multi-stage global supply chains with stochastic demand [J] . Behnaz Saboonchi, Guoqing Zhang International Journal of Operational Research . 2010,第4期

机译：设计具有随机需求的多阶段全球供应链的两阶段随机规划方法
2. A two-stage stochastic programming approach for identifying optimal postponement strategies in supply chains with uncertain demand [J] . Christoph Weskamp, Achim Koberstein, Frank Schwartz, Omega . 2019,第MARa期

机译：确定需求不确定的供应链中最优延迟策略的两阶段随机规划方法
3. Stochastic Programming Approach to Optimal Design and Operations of Integrated Hydrocarbon Biofuel and Petroleum Supply Chains [J] . Kailiang Tong, Jian Gong, Dajun Yue ACS Sustainable Chemistry & Engineering . 2014,第1期

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4. A Multi-period Bi-level Stochastic Programming with Decision Dependent Uncertainty in Supply Chains [C] . Yohanes Kristianto International symposium on combinatorial optimization . 2014

机译：供应链中具有决策依赖不确定性的多周期双层随机规划
5. Stochastic Programming Model Integrating Pyrolysis Byproducts in the Design of Bioenergy Supply Chains [D] . De Leon, Luvin . 2019

机译：生物能源供应链设计中热解副产品的随机编程模型
6. A production planning model considering uncertain demand using two-stage stochastic programming in a fresh vegetable supply chain context [O] . Jordi Mateo, Lluis M. Pla, Francesc Solsona, -1

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7. A multi-stage stochastic programming model for sustainable closed-loop supply chain network design with financial decisions: A case study of plastic production and recycling supply chain [O] . Amir Salar Mohammadi, Akbar Alemtabriz, Mir Saman Pishvaee, 2019

机译：具有财务决策的可持续闭环供应链网络设计多级随机编程模型 - 以塑料生产和回收供应链为例
8. Can We Defend the Defense Supply Chain Lessons Learned from Industry Leaders in Supply Chain Management. [R] . Menz, R. H. 2018

机译：我们能否捍卫供应链管理行业领导者所汲取的国防供应链经验教训。

Stochastic programming solutions to supply chain management.

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