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 paper delves into how to collaboratively reduce emissions of sulfur dioxide, nitrogen oxides, and carbon dioxide through rational energy consumption and governance investment strategies with ...

In this paper, a first attempt is made to formulate a spatial equilibrium quadratic programming problem in its primal and "purified" dual forms. This formulation is in sharp contrast to the quadratic ...

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.

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