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.
Achieving Efficiency in Black-box Simulation of Distribution Tails with Self-structuring Importance Samplers
A. Deo, K. Murthy, 2023, Operations Research, https://pubsonline.informs.org/doi/10.1287/opre.2021.0331
Age of Information Diffusion on Social Networks: Optimizing Multi-stage Seeding Strategies
S. Li and L. Duan, 2023, ACM MobiHoc 2023, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/07/Age-of-information-diffusion-mobihoc23.pdf
Average-Case Analysis of Greedy Matching for Large-Scale D2D Resource Sharing
S. Gao, C. Courcoubetis, and L. Duan, 2023, IEEE Transactions on Mobile Computing, https://arxiv.org/abs/2305.12862
BEEP: Balanced Efficient subgraph Enumeration in Parallel
S Kawtikwar, M Almasri, WM Hwu, R Nagi, J Xiong, 2023, Proceedings of the 52nd International Conference on Parallel Processing, 142-152, https://dl.acm.org/doi/pdf/10.1145/3605573.3605653
Chase or Wait: Dynamic UAV Deployment to Learn and Catch Time-Varying User Activities
Z. Wang and L. Duan, 2023, IEEE Transactions on Mobile Computing, vol. 22(3), 1369 – 1383, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2021/08/TMC_UAVdeployment.pdf
Graph isomorphism: Physical resources, optimization models, and algebraic characterizations
L. Mancinska, D. Roberson, A. Varvitsiotis, 2023, Mathematical Programming Series A, Mathematical Programming Series A, Mathematical Programming Series A, https://arxiv.org/abs/2004.10893
Importance Sampling for Minimization of Tail Risks: A tutorial
A. Deo, K. Murthy, 2023, Winter Simulation Conference
Limited-Trust in Diffusion of Competing Alternatives Over Social Networks
V Leon, SR Etesami, R Nagi, 2023, IEEE Transactions on Network Science and Engineering, Volume 11, No. 1, 1320-1336 , https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10285070
Location Privacy Protection Game Against Adversary through Multi-user Cooperative Obfuscation
S. Hong and L. Duan, 2023, IEEE Transactions on Mobile Computing, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/02/MultiCoop_Privacy.pdf
Multi-objective Optimization for UAV Swarm-assisted IoT with Virtual Antenna Arrays
J. Li, G. Sun, L. Duan, and Q. Wu, 2023, IEEE Transactions on Mobile Computing, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/07/UAV-Swarm-Intelligence-TMC.pdf