Search Results for author: Renato Tinós

Found 4 papers, 2 papers with code

NK Hybrid Genetic Algorithm for Clustering

1 code implementation6 Feb 2024 Renato Tinós, Liang Zhao, Francisco Chicano, Darrell Whitley

Mutation operators, a partition crossover, and a local search strategy are proposed, all using information about the relationship between decision variables.

Clustering

Dynastic Potential Crossover Operator

1 code implementation6 Feb 2024 Francisco Chicano, Gabriela Ochoa, Darrell Whitley, Renato Tinós

In this paper, we present a recombination operator, called Dynastic Potential Crossover (DPX), that runs in polynomial time and behaves like an optimal recombination operator for low-epistasis combinatorial problems.

Feature learning in feature-sample networks using multi-objective optimization

no code implementations25 Oct 2017 Filipe Alves Neto Verri, Renato Tinós, Liang Zhao

We show that the enhanced network contains more information and can be exploited to improve the performance of machine learning methods.

BIG-bench Machine Learning

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