18 citations · 31 across the 6 of their papers we have counts for
6 papers
Tackling Unit Commitment and Load Dispatch Problems Considering All Constraints with Evolutionary Computation
Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano
Unit commitment and load dispatch problems are important and complex problems in power system operations that have being traditionally solved separately. In this paper, both proble…
General Subpopulation Framework and Taming the Conflict Inside Populations
Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano +1
Structured evolutionary algorithms have been investigated for some time. However, they have been under-explored specially in the field of multi-objective optimization. Despite thei…
Self Organizing Classifiers and Niched Fitness
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
Learning classifier systems are adaptive learning systems which have been widely applied in a multitude of application domains. However, there are still some generalization problem…
Self Organizing Classifiers: First Steps in Structured Evolutionary Machine Learning
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
Learning classifier systems (LCSs) are evolutionary machine learning algorithms, flexible enough to be applied to reinforcement, supervised and unsupervised learning problems with…
Contingency Training
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
When applied to high-dimensional datasets, feature selection algorithms might still leave dozens of irrelevant variables in the dataset. Therefore, even after feature selection has…
Novelty-organizing team of classifiers in noisy and dynamic environments
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
In the real world, the environment is constantly changing with the input variables under the effect of noise. However, few algorithms were shown to be able to work under those circ…