This assignment is a programming assignment wherein you have to build a multiple linear regression model for the prediction of demand for shared bikes. Problem Statement- A US bike-sharing provider ...

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An example of the quadratic assignment problem (QAP) is the facility location problem, in which n facilities are assigned, at minimum cost, to n sites. Between each pair of facilities, there is a ...

Genetic programming (GP) represents a class of evolutionary algorithms that automates the creation of computer programmes to solve complex problems. Coupled with symbolic regression (SR), which aims ...

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 ...

Abstract: In this paper, we explore model-based approach to training robust and interpretable binarized regression models for multiclass classification tasks using Mixed-Integer Programming (MIP). Our ...

Abstract: Transmitter power is a fundamental parameter with respect to the performance of electromagnetic equipment, determining the strength of signals that may be either desired or undesired at ...