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Performance analysis of six meta-heuristic algorithms over automated test suite generation for path coverage-based optimization
There exists a direct need to automate the process of test suite generation to get the most optimal results as testing accounts for more than 40% of total cost. One method to solve this problem is the use of meta-heuristic ...
Otimização robusta multiobjetivo para o projeto de sistemas em Engenharia
(Universidade Federal de UberlândiaBRPrograma de Pós-graduação em Engenharia MecânicaEngenhariasUFU, 2016)
Binary flower pollination algorithm and its application to feature selection
(2015-01-01)
The problem of feature selection has been paramount in the last years, since it can be as important as the classification step itself. The main goal of feature selection is to find out the subset of features that optimize ...
A multi-objective artificial butterfly optimization approach for feature selection
(2020-09-01)
Feature selection plays an essential role in machine learning since high dimensional real-world datasets are becoming more popular nowadays. The very basic idea consists in selecting a compact but representative set of ...
A binary cuckoo search and its application for feature selection
(2014-01-01)
In classification problems, it is common to find datasets with a large amount of features, some of theses features may be considered as noisy. In this context, one of the most used strategies to deal with this problem is ...
Estudo de algoritmos de otimização bio-inspirados aplica à segmentação de imagens
(Centro Universitário FEI, São Bernardo do Campo, 2020)
A segmentação de imagens é uma das primeiras etapas dentro do arcabouço para processamento de cenas. Entre as principais técnicas existentes destacamos a binarização baseada em histograma, que devido a simplicidade de ...
Estudo de algoritmos de otimização bio-inspirados aplica à segmentação de imagens
(Centro Universitário FEI, São Bernardo do Campo, 2020)
A segmentação de imagens é uma das primeiras etapas dentro do arcabouço para processamento de cenas. Entre as principais técnicas existentes destacamos a binarização baseada em histograma, que devido a simplicidade de ...
A comparative study of multiobjective computational intelligence algorithms to find the solution to the RWA problem in WDM networks
(Universidad Nacional de Colombia (Sede Medellín). Facultad de Minas., 2015-11-01)
This paper presents a comparative study of multiobjective algorithms to solve the routing and wavelength assignment problem in optical networks. The study evaluates five computational intelligence algorithms, namely: the ...
Recent Nature-Inspired Algorithms for Medical Image Segmentation Based on Tsallis Statistics
(2020-03-09)
Recently, many algorithms have emerged inspired by the biological behavior of animal life to deal with complicated applications such as combinatorial optimization. One of the most critical discussions involving these ...