INVESTIGADORES
BRIGNOLE Nelida Beatriz
capítulos de libros
Título:
Parallel Genetic Algorithms For The Design of MIMO Control Systems
Autor/es:
OTEIZA P.P.; RODRIGUEZ D.A.; BRIGNOLE N.B.
Libro:
1st Pan-American Congress on Computational Mechanics and XI Argentine Congress on Computational Mechanics
Editorial:
International Center for Numerical Methods in Engineering (CIMNE)
Referencias:
Lugar: Barcelona; Año: 2015; p. 1380 - 1386
Resumen:
In this work a metaheuristic technique for unconventional MIMO controller design was explored and its performance was assessed for a real-world case. We aimed at finding the optimal parameters in order to achieve a satisfactory control for the volume and output of natural gasoline in a storage tank. By means of the implementation of parallel algorithms, both the computational time and programming effort could considerably be reduced and the solutions were improved. The preliminary GA results were obtained with Gaussian mutations combined with various crossovers. The experimental evaluation yielded satisfactory fitness values. By means of parallel programming, relatively little computational effort was required, especially with a scattered crossover.