Optimisation & Decision Science
This interdisciplinary field, from resource allocation to logistics, utilizes mathematical modeling and analytical methodologies for informed decision-making. It ensures efficient resource utilization, cost minimization, and goal achievement in various sectors.
INFORMS Annual Meeting TutORials Speaker
Karthyek Murthy, 2021
K-clique Counting on GPUs
M Almasri, I El Hajj, R Nagi, J Xiong, W Hwu, 2021, arXiv e-prints, 2104, 13209
Learning Large Electrical Loads via Flexible Contracts with Commitment,
P. Lai, L. Duan, and X. Lin, 2021, IEEE Transactions on Network Science and Engineering, 8(2), 1925 – 1940, https://arxiv.org/pdf/1901.09169.pdf
Limited-trust Equilibria
T Murray, J Garg, R Nagi, 2021, European Journal of Operational Research, Volume 289, Issue 1, 364-380, https://www.sciencedirect.com/science/article/pii/S0377221720306202
On the Heavy-tail Behavior of the Distributionally Robust Newsvendor
B. Das, A. Dhara and K. Natarajan69, 2021, Operations Research, 69 (4), 1077-1099, https://arxiv.org/abs/1806.05379
Optimal Incentive and Load Design for Distributed Coded Machine Learning
N. Ding, Z. Fang, L. Duan, and J. Huang, 2021, IEEE Journal on Selected Areas in Communications (JSAC), 39(7), 2090-2104, https://arxiv.org/abs/2012.08715
Optimization with Marginals and Moments
K Natarajan, 2021, Dynamic Ideas LLC
Pricing-driven Service Caching and Task Offloading in Mobile Edge Computing
J. Yan, S. Bi, L. Duan, and Y.-J. A. Zhang, 2021, IEEE Transactions on Wireless Communications, Vol. 20(7), 4495 – 4512, https://arxiv.org/pdf/2011.02154.pdf
Statistical Analysis of Wasserstein Distributionally Robust Estimators
J. Blanchet, K. Murthy, V. A. Nguye, 2021, INFORMS Tutorials in Operations Research J. Blanchet, K. Murthy, V. A. Nguye227 – 254 [Publication Link], 227 – 254, https://pubsonline.informs.org/doi/10.1287/educ.2021.0233
Stochastic Superiority Equilibrium in Game Theory
A Yekkehkhany, T Murray, R Nagi, 2021, Decision Analysis, 18, Issue 2, 153-168, https://pubsonline.informs.org/doi/pdf/10.1287/deca.2021.0429