Ideas Made to Matter
4 researchers join MIT Sloan faculty
Research topics include analyzing firm behavior, data-driven sequential decision-making, inequality and worker power, and renewable energy integration.
Jul 7, 2021
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Andy Sun
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Publications
"Nonlinear Conjugate Gradient Methods: Worst-case Convergence Rates via Computer-assisted Analyses."
Das Gupta, Shuvomoy, Robert M. Freund, Andy Sun, and Adrien Taylor. Mathematical Programming. Forthcoming. arXiv Preprint.
"Dual Descent Augmented Lagrangian Method and Alternating Direction Method of Multipliers."
Sun, Kaizhao, and Andy Sun. SIAM Journal on Optimization Vol. 34, No. 2 (2024): 1-30. arXiv Preprint.
"On Distributionally Robust Multistage Convex Optimization: New Algorithms and Complexity Analysis."
Zhang, Shixuan, and Andy Sun, Working Paper. January 2024.
"An ADMM-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow."
Gholami, Amin, Kaizhao Sun, Shixuan Zhang, and Andy Sun. Operations Research Vol. 71, No. 6 (2023): 2045-2060. Supplemental Material. arXiv Preprint.
"Recent Developments in Security-Constrained AC Optimal Power Flow: Overview of Challenge 1 in the ARPA-E Grid Optimization Competition."
Aravena, Ignacio, et al. Operations Research Vol. 71, No. 6 (2023): 1997-2014. Supplemental Material. arXiv Preprint.
"Algorithms for Difference-of-Convex (DC) Programs Based on Difference-of-Moreau-Envelopes Smoothing."
Sun, Kaizhao and Andy Sun. INFORMS Journal on Optimization Vol. 5, No. 4 (2023): 321-339.
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