Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with two-way interactions between ...

Abstract: Air-conditioning systems represent a crucial controllable resource within virtual power plants (VPPs), and their operational status is of significant importance to the development of VPPs.

Abstract: In essence, reinforcement learning (RL) solves optimal control problem (OCP) by employing a neural network (NN) to fit the optimal policy from state to action. The accuracy of policy ...

This project demonstrates solving a business optimization problem using linear programming techniques with Python's PuLP library. The project focuses on a production planning optimization problem.

Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 23, No. 3 (1974), pp. 448-454 (7 pages) ...