21 citations · 65 across the 21 of their papers we have counts for
6 papers · 1 filter
A robust approach to quantifying uncertainty in matching problems of causal inference
Marco Morucci, Md. Noor-E-Alam, Cynthia Rudin
Unquantified sources of uncertainty in observational causal analyses can break the integrity of the results. One would never want another analyst to repeat a calculation with the s…
A Distance Measuring Algorithm for Location Analysis
Ruilin Ouyang, Dinghao Ma, M. S. Morshed +1
Approximating distance is one of the key challenge in a facility location problem. Several algorithms have been proposed, however, none of them focused on estimating distance betwe…
A Possibility Distribution Based Multi-Criteria Decision Algorithm for Resilient Supplier Selection Problems
Dizuo Jiang, Md Mahmudul Hassan, Tasnim Ibn Faiz +1
Thus far, limited research has been performed on resilient supplier selection - a problem that requires simultaneous consideration of a set of numerical and linguistic evaluation c…
A Column Generation Algorithm for Vehicle Scheduling and Routing Problems
Tasnim Ibn Faiz, Chrysafis Vogiatzis, Md. Noor-E-Alam
During natural or anthropogenic disasters, humanitarian organizations face a series of time-sensitive tasks. One of the tasks involves picking up critical resources (e.g., first ai…
A Primal-Dual Interior Point Method for a Novel Type-2 Second Order Cone Optimization Problem
Md Sarowar Morshed, Chrysafis Vogiatzis, Md. Noor-E-Alam
In this paper, we define a new, special second order cone as a type- second order cone. We focus on the case of , which can be viewed as SOCO with an additional {\em compli…
Generalized Affine Scaling Algorithms for Linear Programming Problems
Md Sarowar Morshed, Md. Noor-E-Alam
Interior Point Methods are widely used to solve Linear Programming problems. In this work, we present two primal affine scaling algorithms to achieve faster convergence in solving…