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Optimizing feature selection through binary charged system search
(2013-09-26)
Feature selection aims to find the most important information from a given set of features. As this task can be seen as an optimization problem, the combinatorial growth of the possible solutions may be inviable for a ...
Evolutionary k-means for distributed data sets
(ElsevierAmsterdam, 2014-03-15)
One of the challenges for clustering resides in dealing with data distributed in separated repositories, because most clustering techniques require the data to be centralized. One of them, k-means, has been elected as one ...
A deterministic crowding evolutionary algorithm to form learning teams in a collaborative learning context
(Pergamon-Elsevier Science Ltd, 2012-08)
The aim of forming collaborative learning teams is that participating students acquire new knowledge and skills through the interaction with their peers. To reach this aim, teachers usually utilize a grouping criterion ...
An evolutionary approach to translating operational specifications into declarative specifications
(Elsevier Science, 2019-05)
Various tools for program analysis, including run-time assertion checkers and static analyzers such as verification and test generation tools, require formal specifications of the programs being analyzed. Moreover, many ...
Severity of impacts of an introduced species corresponds with regional eco-evolutionary experience
(Wiley Blackwell Publishing, Inc, 2019-01)
Invasive plant impacts vary widely across introduced ranges. We tested the hypothesis that differences in the eco-evolutionary experience of native communities with the invader correspond with the impacts of invasive species ...
An explicit evolutionary approach for multiobjective energy consumption planning considering user preferences in smart homes
(Growing Science, 2021-05-12)
Modern Smart Cities are highly dependent on an efficient energy service since electricity is used in an increasing number of urban activities. In this regard, Time-of-Use prices for electricity is a widely implemented ...
Skull Modularity in Neotropical Marsupials and Monkeys: Size Variation and Evolutionary Constraint and Flexibility
(WILEY-LISS, 2010)
An organism is built through a series of contingent factors, yet it is determined by historical, physical, and developmental constraints. A constraint should not be understood as an absolute obstacle to evolution, as it ...
Human development in an evolutionary perspectiveEl desarrollo humano en una perspectiva evolucionista
(Universidad del Rosario, 2010)
This article presents an evolutionary perspective to the study of human development. Some general assumptions for the study of development are discussed and the principal building blocks of evolutionary psychology are ...
Neuroevolutive Control of Industrial Processes Through Mapping Elites
(IEEE, 2021)
Classical model-based control techniques used in process control applications present a tradeoff between performance and computational load, especially when using complex nonlinear methods. Learning-based techniques that ...