1 code implementation • 6 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.
1 code implementation • 6 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.
no code implementations • 25 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.
no code implementations • 7 May 2015 • Darrell Whitley, Renato Tinós, Francisco Chicano
This paper introduces the NK Echo State Network.