Abstract: Mixed Integer Linear Programs (MILPs) are powerful tools for modeling and solving combinatorial optimization problems. Solving an MILP is NP-hard due to the integrality requirement, and the ...

In this lesson, we are going to write and solve a linear program, which is an optimization problem where the objective function and constraints are linear functions. For the theory behind linear ...

Start working toward program admission and requirements right away. Work you complete in the non-credit experience will transfer to the for-credit experience when you ...

Computing high-quality control policies in sequential decision making problems is an important task across several application domains. Markov decision processes (MDPs) provide a powerful framework to ...