Browsing by Subject "genetic algorithm"
Now showing items 1-6 of 6
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Adaptive Interfaces in Complex Supervisory Tasks
(Oklahoma State University, 2004-07-01)We have proposed a new method for adaptation in user interfaces. Under the assumption of users stationary behavior for an interface we have shown that combination of GA (Genetic Algorithm) and probabilistic modeling of ... -
Authentication of edible oils using Fourier transform infrared spectroscopy and pattern recognition methods
(2022-07)A potential method to determine whether two edible oils can be differentiated by infrared spectroscopy is proposed. IR spectra of the pure edible oils and mixtures of these edible oils in known amounts are compared using ... -
Exploring genetic algorithm as an image synthesizer for cases with limited training samples
(Oklahoma State University, 2022-07-25) -
Genetic algorithms for feature selection and classification of complex chromatographic and spectroscopic data
(2012-12)A basic methodology for analyzing large multivariate chemical data sets based on feature selection is proposed. Each chromatogram or spectrum is represented as a point in a high dimensional measurement space. A genetic ... -
Polynomials with small elliptic Mahler measure via genetic algorithms
(2020-05)For a minimal polynomial $f$ we denote by $M(f)$ the Mahler measure of the roots of $f$. The classical Lehmer conjecture is concerned with finding a definitive lower bound for $M(f)$. Lehmer's polynomial is known to have ... -
Self-Adaptive Genetic Algorithm for Constrained Optimization
(Oklahoma State University, 2006-12-01)This study proposes a self-adaptive penalty function algorithm for solving constrained optimization problems using genetic algorithm (GA). Constrained optimization is a practically relevant and challenging field that deals ...