A generalization of the gravitational search algorithm
Date
2017-05-19
Authors
Minárová, María
Ruiz-Aranguren, Javier
Director
Publisher
Springer
Acceso abierto / Sarbide irekia
Contribución a congreso / Biltzarrerako ekarpena
Versión aceptada / Onetsi den bertsioa
Project identifier
- AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/ TIN2016-77356-P/
Impacto
Abstract
In this work we propose a generalization of the gravitational search algorithm where the product in the expression of the gravitational attraction force is replaced by more general functions. We study some conditions which ensure convergence of our proposal and we show that we recover a wide class of aggregation functions to replace the product.
Description
Keywords
Gravitational Search Algorithm, Optimization, Artificial intelligence, Nature-inspired algorithms
Department
Estadística, Informática y Matemáticas / Estatistika, Informatika eta Matematika / Institute of Smart Cities - ISC
Faculty/School
Degree
Doctorate program
item.page.cita
Bustince, H., Minárová, M., Fernández, J., Sesma-Lara, M., Marco-Detchart, C., Ruiz-Aranguren, J. (2018). A generalization of the gravitational search algorithm. In Torra, V., Mesiar, R., De Baets B. (Eds.), Aggregation functions in theory and in practice (pp. 162-171). Springer. https://doi.org/10.1007/978-3-319-59306-7_17.
item.page.rights
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