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.
Distributionally Robust Linear and Discrete Optimization with Marginals
L Chen, W Ma, K Natarajan, D Simchi-Levi, Z Yan, 2022, Operations Research, Volume 70, Issue 3, 1822-1834, https://pubsonline.informs.org/doi/pdf/10.1287/opre.2021.2243
A Cooperative Bargaining Framework for Decentralized Portfolio Optimization
F. Benita, S. Nasini, R. Nessah, 2022, Journal of Mathematical Economics, 103, 102789, https://doi.org/10.1016/j.jmateco.2022.102789
A GPU Accelerated Dual-Ascent Algorithm for the Multidimensional Assignment Problem in a Multitarget Tracking Application
S Vadrevu, R Nagi, 2022, IEEE Transactions on Automation Science and Engineering, Volume 20, No. 3, 1706-1720, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9808104
Admission Control In the Presence of Arrival Forecasts with Blocking-based Policy Optimization
K. Murthy, D. Padmanabhan, S. Bhatpp. , 2022, Winter Simulation Conference, 2270 – 2281, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10015468
Cloud-native Workflow Scheduling using a Hybrid Priority Rule and Dynamic Task Parallelism
J Shin, D Arroyo, A Tantawi, C Wang, A Youssef, R Nagi , 2022, Proceedings of the 13th Symposium on Cloud Computing, 72-77, https://dl.acm.org/doi/pdf/10.1145/3542929.3563495
Combining Retrospective Approximation with Importance Sampling for Optimizing Conditional Value-at-risk
A. Deo, K. Murthy, T. Sarkerpp. , 2022, Winter Simulation Conference, 891 – 902, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10015306
Confidence Regions in Wasserstein Distributionally Robust Estimation
J. Blanchet, K. Murthy, N.Si, 2022, Biometrika, 109(2), 295 – 315, https://academic.oup.com/biomet/article-abstract/109/2/295/6239705?redirectedFrom=fulltext
Design and Performance Analysis of Partial Computation Output Schemes for Accelerating Coded Machine Learning
X. Xu, X. Lin, and L. Duan, 2022, IEEE Transactions on Network Science and Engineering, 10(2), 1119 – 1130 , https://www.researchgate.net/publication/366029025_Design_and_Performance_Analysis_of_Partial_Computation_Output_Schemes_for_Accelerating_Coded_Machine_Learning
Diffusion of Innovation under Limited-Trust Equilibrium
V Leon, SR Etesami, R Nagi, 2022, IEEE 61st Conference on Decision and Control (CDC), 3145-3150, https://ieeexplore.ieee.org/iel7/9992315/9992317/09992669.pdf
Distributed Double Auction Mechanisms for Large-Scale Device-to-Device Resource Trading
S. Gao, C. Courcoubetis, and L. Duan, 2022, IEEE/ACM Transactions on Networking, 31(3), 1308 – 1323, https://arxiv.org/abs/2007.09934