Players' selection for basketball teams, through Performance Index Rating, using multiobjective evolutionary algorithms.

ABSTRACT: In any sport the selection of players for a team is fundamental for its subsequent performance. Many factors condition the selection process from the characteristics of the sport discipline to financial limitations, including a long list of restrictions associated with the environment of the competitions in which the team takes part. All of this makes the process of selecting a roster of players very complex, as it is affected by multiple variables and in many cases marked by a great deal of subjectivity. The purpose of this article was to objectively select the players for a basketball team using an evolutionary algorithm, the Non-dominated Sorting Genetic Algorithm II (NSGA-II) that uses stochastic search methods based on the imitation of natural biological evolution. The sample was comp

SUBMITTER: Perez-Toledano MA 

PROVIDER: S-EPMC6726145 | biostudies-literature | 2019

REPOSITORIES: biostudies-literature