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.
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
Equitable Allocation of Operations and Makespan Minimization for Autonomous Agents
Rakesh Nagi, 2022, IEEE Transactions on Automation Science and Engineering, Volume 20, Issue 1, 703-717, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9795146
Extremal Probability Bounds in Combinatorial Optimization
D Padmanabhan, SD Ahipasaoglu, A Ramachandra, K Natarajan, 2022, SIAM Journal on Optimization, Volume 32, Issue 4, 2828-2858, https://epubs.siam.org/doi/pdf/10.1137/21M1442504
Integration of Long- and Short-Term Contracts in a Market for Capacity
A. Sapra and P. Jackson, 2022, Production and Operations Management, 31, No. 7, 2872-2890
Online Algorithms for the Maximum k-interval Coverage Problem
S. Li, M. Li, L. Duan, V. C.S. Lee, 2022, Journal of Combinatorial Optimization (JOCO), 44, 3364–3404, https://arxiv.org/abs/2011.10938
Parallel k-clique Counting on GPUs
M Almasri, IE Hajj, R Nagi, J Xiong, W Hwu, 2022, Proceedings of the 36th ACM International Conference on Supercomputing, 10-14, https://dl.acm.org/doi/pdf/10.1145/3524059.3532382
PARSEC: PARallel Subgraph Enumeration in CUDA
V Dodeja, M Almasri, R Nagi, J Xiong, W Hwu, 2022, IEEE International Parallel and Distributed Processing Symposium (IPDPS), 168-178, https://ieeexplore.ieee.org/iel7/9820609/9820610/09820623.pdf
Protecting Location Privacy by Multi-query: A Dynamic Bayesian Game Theoretic Approach
S. Hong, L. Duan, and J. Huang, 2022, IEEE Transactions on Information Forensics & Security (TIFS), 17, 2569 – 2584, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2022/07/TIFS_PrivacyGame.pdf
Risk-averse Equilibria for Vehicle Navigation in Stochastic Congestion Games
A Yekkehkhany, R Nagi, 2022, IEEE Transactions on Intelligent Transportation Systems, 18719-18735, https://ieeexplore.ieee.org/iel7/6979/9916643/09770478.pdf