Buscar
Mostrando ítems 1-10 de 635
A structure-based coarse-fine approach for diversity tuning in cellular GAs
(Advances in Electrical and Computer Engineering, 2012)
Proposal and Comparative Study of Evolutionary Algorithms for Optimum Design of a Gear System
(Institute of Electrical and Electronics Engineers, 2019-12)
This paper proposes a novel metaheuristic framework using a Differential Evolution (DE) algorithm with the Non-dominated Sorting Genetic Algorithm-II (NSGA-II). Both algorithms are combined employing a collaborative strategy ...
A Memetic Cellular Genetic Algorithm for Cancer Data Microarray Feature Selection
(Institute of Electrical and Electronics Engineers, 2020-10)
Gene selection aims at identifying a -small- subset of informative genes from the initial data to obtain high predictive accuracy for classification in human cancers. Gene selection can be considered as a combinatorial ...
Cellular Genetic Algorithms: Understanding the Behavior of Using Neighborhoods
(Taylor & Francis, 2019-07-25)
In this paper, we analyze the neighborhood effect in the selection of parents on an evolutionary algorithm. In this line, we compare a cellular genetic algorithm (cGA), which intrinsically uses the neighbor notion in the ...
Analysis of the Performance of Genetic Algorithm Parallelized with OpenMP Through Execution Traces
(Instituto de Informática - Universidade Federal do Rio Grande do Sul, 2019)
Evolutionary Models applied to Multiprocessor TaskScheduling: Serial and Multipopulation Genetic Algorithm
(Instituto de Informática - Universidade Federal do Rio Grande do Sul, 2019)