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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)
Adjust genetic algorithm parameter by fuzzy system
(Universidade Federal de Santa Maria, 2015)
Modified Genetic Algorithm to Model Crystal Structures: III. Determination of Crystal Structures Allowing Simultaneous Molecular Geometry Relaxation
(John Wiley & Sons Inc, 2004-12)
The modified genetic algorithm (MGAC) has been extended to allow simultaneous relaxation of molecular geometry during optimization of the crystalline structure. The method was applied to L-alanine and DL-alanine for two ...
A general framework to understand parallel performance in heterogeneous clusters: Analysis of a new adaptive parallel genetic algorithm
(Academic Press Inc Elsevier Science, 2005-12)
This paper presents a general model to define, measure and predict the efficiency of applications running on heterogeneous parallel computer systems. Using this framework, it is possible to understand the influence that ...
A Genetic Algorithm for Adaptive Tomography of Elliptical Objects
(Institute of Electrical and Electronics Engineers, 2000-07)
A probabilistic algorithm for on-line tomographic reconstruction of ellipse-like images is presented. The algorithm takes advantage of the characteristic preferential direction of the objects, constructing a guidance ...
Genetic algorithm applied to simultaneous parameter estimation in bacterial growth
(World Scientific, 2020-11)
Several mathematical models have been developed to understand the interactions ofmicroorganisms in foods and predict their growth. The resulting model equations forthe growth of interacting cells include several parameters ...