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.
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89 result(s)
An Augmented Lagrangian Method with Constraint Generation for Shape-constrained Convex Regression Problems
M. Lin, D. Sun, and K-C. Toh, 2022, Mathematical Programming Computation, 14(2), 223-270, https://link.springer.com/article/10.1007/s12532-021-00210-0
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
Cooperative Double-IRS Aided Proactive Eavesdropping," IEEE Transactions on Communications
Y. Cao, L .Duan, M. Jin and N. Zhao, 2022, IEEE Transactions on Communications, 70(9), 6228-6240, https://www.researchgate.net/publication/362054605_Cooperative_Double-IRS_Aided_Proactive_Eavesdropping
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
Dynamic Pricing and Mean Field Analysis for Controlling Age of Information
X. Wang and L. Duan, 2022, IEEE/ACM Transactions on Networking, 30(6), 2588 – 2600, https://arxiv.org/pdf/2004.10050.pdf
Efficient Algorithms for Ride-hitching in UAV Travelling
S. Li, M. Li, L. Duan, V. C.S. Lee, 2022, Theoretical Computer Science, 99, 140-156, https://www.sciencedirect.com/science/article/abs/pii/S030439752200408X?casa_token=uxqhYxLLcrwAAAAA:7_dDWyFGmIc_lATb_90CoxliXCKnTLYVX_-Gsl21Nlg-dmZMZC4FdFrhLNEHsmE6CqXr7CkRvj_7