Jianqiang Cheng
Jianqiang Cheng
Department of Systems and Industrial Engineering, University of Arizona
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A second-order cone programming approach for linear programs with joint probabilistic constraints
J Cheng, A Lisser
Operations Research Letters 40 (5), 325-328, 2012
Distributionally robust stochastic knapsack problem
J Cheng, E Delage, A Lisser
SIAM Journal on Optimization 24 (3), 1485-1506, 2014
Data-driven planning for renewable distributed generation integration
AM Fathabad, J Cheng, K Pan, F Qiu
IEEE Transactions on Power Systems 35 (6), 4357-4368, 2020
Resilient NdFeB magnet recycling under the impacts of COVID-19 pandemic: stochastic programming and Benders decomposition
M Cheramin, AK Saha, J Cheng, SK Paul, H Jin
Transportation Research Part E: Logistics and Transportation Review 155, 102505, 2021
Random-payoff two-person zero-sum game with joint chance constraints
J Cheng, J Leung, A Lisser
European Journal of Operational Research 252 (1), 213-219, 2016
Partial sample average approximation method for chance constrained problems
J Cheng, C Gicquel, A Lisser
Optimization Letters 13, 657-672, 2019
Chance constrained 0–1 quadratic programs using copulas
J Cheng, M Houda, A Lisser
Optimization Letters 9, 1283-1295, 2015
Distributionally robust stochastic shortest path problem
J Cheng, A Lisser, M Letournel
Electronic Notes in Discrete Mathematics 41, 511-518, 2013
Maximum probability shortest path problem
J Cheng, A Lisser
Discrete Applied Mathematics 192, 40-48, 2015
A joint chance-constrained programming approach for the single-item capacitated lot-sizing problem with stochastic demand
C Gicquel, J Cheng
Annals of Operations Research 264 (1-2), 123-155, 2018
New reformulations of distributionally robust shortest path problem
J Cheng, J Leung, A Lisser
Computers & Operations Research 74, 196-204, 2016
Chance-constrained economic dispatch with renewable energy and storage
J Cheng, RLY Chen, HN Najm, A Pinar, C Safta, JP Watson
Computational Optimization and Applications 70 (2), 479–502, 2018
Distributionally Robust Optimization with Principal Component Analysis
J Cheng, R Li-Yang Chen, HN Najm, A Pinar, C Safta, JP Watson
SIAM Journal on Optimization 28 (2), 1817-1841, 2018
A fresh CP look at mixed-binary QPs: new formulations and relaxations
IM Bomze, J Cheng, PJC Dickinson, A Lisser
Mathematical Programming 166 (1-2), 159-184, 2017
Second-order cone programming approach for elliptically distributed joint probabilistic constraints with dependent rows
J Cheng, M Houda, A Lisser
Optimization, 2014
A completely positive representation of 0–1 linear programs with joint probabilistic constraints
J Cheng, A Lisser
Operations Research Letters 41 (6), 597-601, 2013
Computationally Efficient Approximations for Distributionally Robust Optimization Under Moment and Wasserstein Ambiguity
M Cheramin, J Cheng, R Jiang, K Pan
INFORMS Journal on Computing, 2022
Data-driven robust optimization using scenario-induced uncertainty sets
M Cheramin, RLY Chen, J Cheng, A Pinar
arXiv preprint arXiv:2107.04977, 2021
A second-order cone programming approximation to joint chance-constrained linear programs
J Cheng, C Gicquel, A Lisser
Combinatorial Optimization: Second International Symposium, ISCO 2012 …, 2012
Stochastic shortest path problem with uncertain delays
J Cheng, S Kosuch, A Lisser
International Conference on Operations Research and Enterprise Systems 2 …, 2012
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