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)
Determining Optimal Channel Partition for 2: 4 Fine Grained Structured Sparsity
M Mahajan, WM Hwu, R Nagi, 2024, Optimization Letters, Volume 18, Issue 1, 1-12, https://doi.org/10.1007/s11590-023-02084-8
GPU-accelerated transportation simplex algorithm
M Mahajan, R Nagi, 2024, Journal of Parallel and Distributed Computing, Volume 184, 104790, https://www.sciencedirect.com/science/article/pii/S0743731523001600
HyLAC: Hybrid Linear Assignment solver in CUDA
S Kawtikwar, R Nagi, 2024, Journal of Parallel and Distributed Computing, Volume 187, 104838, https://www.sciencedirect.com/science/article/pii/S0743731524000029
Optimal and Heuristic Solutions for Placing Multiple Finite-size Rectangular Facilities in an Existing Layout
K Date, R Nagi, 2024, International Journal of Production Research, Volume 62, Issue 1-2, 24-44, https://www.tandfonline.com/doi/pdf/10.1080/00207543.2023.2284203
Optimal Placement of Multiple Finite-size Rectangular Facilities in an Existing Layout
R Nagi, 2024, International Journal of Production Research, Volume 62, Issue 1-2 , 7-23, https://www.ingentaconnect.com/content/tandf/tprs/2024/00000062/f0020001/art00002
Distributionally Robust Optimization through the Lens of Submodularity
K Natarajan, D Padmanabhan, A Ramachandra, 2023, Social Science Research Network, 1-36, https://arxiv.org/pdf/2312.04890.pdf
Submodularity, Pairwise Independence and Correlation Gap
A Ramachandra, K Natarajan, 2023, IIM Bangalore Research Paper, 691, https://optimization-online.org/wp-content/uploads/2022/09/arxiv_submodularity-pairwise-independence-and-correlation-gap.pdf
Discrete Optimal Transport with Independent Marginals is# P-Hard
B Taşkesen, S Shafieezadeh-Abadeh, D Kuhn, K Natarajan, 2023, SIAM Journal on Optimization, Pages 589-614, https://epubs.siam.org/doi/full/10.1137/22M1482044
Tight Probability Bounds with Pairwise Independence
AK Ramachandra, K Natarajan, 2023, SIAM Journal on Discrete Mathematic, 516-555, https://epubs.siam.org/doi/full/10.1137/21M1408294
A Family of Strategyproof Mechanisms for Activity Scheduling
X. Xu, J. Zhang, M. Li, L. Duan, and L. Xie, 2023, Autonomous Agents and Multi-Agent Systems (AGNT), Singapore, 37, 44, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/09/A_Family_of_Strategyproof_Mechanisms_for_Activity_Scheduling.pdf