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)
A Highly Efficient Algorithm for Solving Exclusive Lasso Problems
M. Lin, Y. Yuan, D. Sun, and K-C.Toh, M. Lin, Y. Yuan, D. Sun, and K-C.Toh, 2023, Optimization Methods and Software, Optimization Methods and Software, https://www.tandfonline.com/doi/full/10.1080/10556788.2023.2253356
A Nonparametric Approach with Marginals for Modeling Consumer Choice
Y. Ruan, X. Li, K. Murthy, K. Natarajan, 2023, Economics & Computation (EC), 1078, https://dl.acm.org/doi/abs/10.1145/3580507.3597743
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
Dynamic Pricing for Client Recruitment in Federated Learning
X. Wang, S. Zheng, L. Duan, 2023, IEEE/ACM Transactions on Networking, https://arxiv.org/abs/2203.03192
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