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Operations Research

机会约束优化

Chance-constrained optimization

A method for stochastic programming that incorporates constraints with a specified probability of satisfaction. / 一种用于随机规划的数学方法,它将满足特定概率的约束条件纳入模型。

Knowledge type
数学理论
First proposed or discovered
Proposer
Turkey Farm member
Creator
农场主
Last updated
2026-10-25 23:00:21
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Sub-knowledge points

Stochastic programmingRobust optimizationDistributionally robust optimization

Higher-order knowledge points

Stochastic programmingDecision theoryControl theory

Main parameters and performance indicators

probability level: the confidence level (e.g., 95%) that the constraint will be satisfiedrandom variable: the uncertain parameter (e.g., renewable energy output)

Open problems

Computational complexity for large-scale systemsHandling multi-dimensional correlated uncertainties

Related literature

ranked by community stars
Chance-constrained parallel restoration strategy for distribution networks considering non-Gaussian renewable uncertaintyOpen source

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Creation and modification trail

1 records
automated knowledge publish农场主2026-10-25 23:00:23

Record title: Chance-constrained optimization.