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Chance constrained programs with Gaussian mixture models

Published:2022-01-04 Issue:12 Volume:54 Page:1117-1130
ISSN:2472-5854
Container-title:IISE Transactions
language:en
Short-container-title:IISE Transactions

Author:

Hu Zhaolin¹^ORCID,Sun Wenjie²^ORCID,Zhu Shushang³^ORCID

Affiliation:

1. School of Economics and Management, Tongji University, Shanghai, China

2. Department of Analytics and Operations, NUS Business School, National University of Singapore, Singapore

3. Department of Finance and Investment, School of Business, Sun Yat-Sen University, Guangzhou, China

Funder

National Natural Science Foundation of China

the Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

Industrial and Manufacturing Engineering

Link

https://www.tandfonline.com/doi/pdf/10.1080/24725854.2021.2001608

Reference47 articles.

1. Probabilistic constraints via SQP solver: application to a renewable energy management problem

2. Portfolio optimization when asset returns have the Gaussian mixture distribution

3. Uncertain convex programs: randomized solutions and confidence levels

4. The Scenario Approach to Robust Control Design

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1. Chance Constrained Economic Dispatch Considering the Capability of Network Flexibility Against Renewable Uncertainties;IEEE Transactions on Power Systems;2024-09

2. Enhanced branch-and-bound algorithm for chance constrained programs with Gaussian mixture models;Annals of Operations Research;2024-04-22

3. The highly selective and sensitive fluorescent detection of SO2 based on an emissive quinoline derivative probe;Dyes and Pigments;2023-06

4. Data‐driven chance‐constrained dispatch for integrated power and natural gas systems considering wind power prediction errors;IET Generation, Transmission & Distribution;2023-05-10

5. Optimal blending under general uncertainties: A chance-constrained programming approach;Computers & Chemical Engineering;2023-03

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