A Hybrid Model for Improving the Performance of Basketball Lineups
Journal
Data Analysis and Optimization for Engineering and Computing Problems
EAI/Springer Innovations in Communication and Computing
ISSN
2522-8595
2522-8609
Date Issued
2020
Author(s)
Infante-Escudero, Rodrigo
Marmolejo Saucedo, José Antonio
Type
Resource Types::text::conference output::conference proceedings::conference paper
Abstract
An optimization model of the NBA team lineups is presented to improve the performance of the teams according to the selected lineup. A set of variables such as inputs and outcome variables are taken into account to optimize the results. Additionally, a technical efficiency analysis was performed on the performance of the lineups selected by the optimization model to validate the results. The results show that the lineups selected through the optimization model were those with greater technical efficiency for the equipment. The application of optimization methods and technical efficiency can be a robust tool for decision making in the sports field. © Springer Nature Switzerland AG 2020.