In this project, I worked with 16 real-life optimization problems; constructed their mathematical models, and found their optimal solution using CBC and CPLEX solver by employing AMPL software and the ...

This paper presents a novel approach to the joint optimization of job scheduling and data allocation in grid computing environments. We formulate this joint optimization problem as a mixed integer ...

HiGHS is a high performance serial and parallel solver for large scale sparse linear optimization problems of the form $$ \min \quad \dfrac{1}{2}x^TQx + c^Tx \qquad \textrm{s.t.}~ \quad L \leq Ax \leq ...

Write down the Linear Program (LP) relaxation of an IP Plot the graphical representation of an IP and find the optimal solution Understand the relationship between optimal solution of an IP and the ...

Abstract: Machine Learning (ML)-based optimization frameworks emerge as a promising technique for solving large-scale Mixed Integer Linear Programs (MILPs), as they can capture the mapping between ...

Abstract: A Mixed Integer Linear Program (MILP) formulation of NAS-wide beacon code assignment in the CONUS is presented. The optimization model is also tested with historical data and results ...