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.
Routing Games in the Wild: Efficiency, Equilibration, Regret, and a Price of Anarchy Bound via Long Division
B. Monnot, F. Benita, G. Piliouras, 2022, ACM Transactions on Economics and Computation, 10 (1), 1-26, https://doi.org/10.1145/3512747
To Help or Disturb: Introduction of Crowdsourced WiFi to 5G Networks
S. Hao and L. Duan, 2022, IEEE Transactions on Mobile Computing, 5583 – 5596, https://arxiv.org/abs/2206.08261
Uncovering Illicit Supply Networks and their Interfaces to Licit Counterparts through Graph Theoretic Algorithms
R Anzoom, R Nagi, C Vogiatzis, 2022, IISE Transactions, Volume 56, Issue 3, 224-240, https://www.tandfonline.com/doi/pdf/10.1080/24725854.2022.2162169
A Cost–based Analysis for Risk-averse Explore-then-commit Finite-time Bandits
A Yekkehkhany, E Arian, R Nagi, I Shomorony , 2021, IISE Transactions, Volume 53, Issue 10, 1094-1108, https://www.tandfonline.com/doi/pdf/10.1080/24725854.2021.1882014
Analysis of optimization algorithms via sum-of-squares
S. S.Y. Tan , V. Y.F. Tan, A Varvitsiotis, 2021, Journal of Optimization Theory and Applications, https://link.springer.com/article/10.1007/s10957-021-01869-0?fbclid=IwAR3ODcpJfH4ByBOTmartQi_Ew_4zLEL4mTsuE8XFjrTukSRi1KHc2nA8pkE
Decentralized Makespan Minimization for Uniformly Related Agents
R Sengupta, R Nagi, 2021, IEEE 17th International Conference on Automation Science and Engineering (CASE), 2140-2145, https://ieeexplore.ieee.org/iel7/9551387/9551265/09551549.pdf
Determinantal Point Processes Based on Orthogonal Polynomials for Sampling Minibatches in SGD
R. Bardenet, S. Ghosh, and M. Lin, 2021, Conference on Neural Information Processing Systems (NeurIPS), https://proceedings.neurips.cc/paper/2021/file/8744cf92c88433f8cb04a02e6db69a0d-Paper.pdf
Economic Analysis of Unmanned Aerial Vehicle (UAV) Provided Mobile Services
X. Wang and L. Duan , 2021, IEEE Transactions on Mobile Computing, Vol. 20(5), 1804 – 1816, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2020/02/eco-UAV.pdf
Exploiting partial correlations in distributionally robust optimization
D. Padmanabhan∗, K. Natarajan, K. Murthy, 2021, Mathematical Programming, 186, 209-255, https://link.springer.com/article/10.1007/s10107-019-01453-5#Ack1
Hykernel: A Hybrid Selection of One/two-phase Kernels for Triangle Counting on GPUs
M Almasri, N Vasudeva, R Nagi, J Xiong, WM Hwu, 2021, IEEE High Performance Extreme Computing Conference (HPEC), 1-7, https://ieeexplore.ieee.org/iel7/9622740/9622741/09622856.pdf