Deep Learning with Yacine on MSN

How to implement linear regression in C++ step by step

Learn how to build a simple linear regression model in C++ using the least squares method. This step-by-step tutorial walks you through calculating the slope and intercept, predicting new values, and ...
IEEE

Error-Free Approximation of Explicit Linear MPC Through Lattice Piecewise Affine Expression

Abstract: In this article, the disjunctive and conjunctive lattice piecewise affine (PWA) approximations of explicit linear model predictive control (MPC) are proposed. Training data consisting of ...
IEEE

Piecewise Linear Approximation of Battery Open-Circuit Voltage Characteristics Using Dynamic Programming

Abstract: An open-circuit voltage (OCV) model, which represents OCV as a function of state of charge (SOC), is essential for estimating the state of a battery. Typically, the OCV-SOC characteristic is ...