MOVPSO: Vortex Multi-Objective Particle Swarm Optimization
Montenegro, Carlos Enrique
Giménez de Ory, Elena (UNIR)
González-Crespo, Rubén (UNIR)
Tipo de Ítem:Articulo Revista Indexada
This paper presents the Multi-Objective Vortex Particle Swarm Optimization MOVPSO as a strategy based on the behavior of a particle swarm using rotational and translational motions. The MOVPSO strategy is based upon the emulation of the emerging property performed by a swarm (flock), achieving a successful motion with diversity control, via collaborative, using linear and circular movements. The proposed algorithm is tested through several multi-objective optimization functions and is compared with standard Multi-Objective Particle Swarm Optimization (MOPSO). The qualitative results show that particle swarms behave as expected. Finally, statistical analysis allows to appreciate that the MOVPSO algorithm has a favorable performance compared to traditional MOPSO algorithm.
Este ítem aparece en la(s) siguiente(s) colección(es)
Mostrando ítems relacionados por Título, autor o materia.
Cueva Lovelle, Juan Manuel; Montenegro, Carlos Enrique; Rainer, J Javier (UNIR); González-Crespo, Rubén (UNIR) (Journal of Ambient Intelligence and Humanized Computing, 2017)Internet of Things (IoT) is changing the world. Software for manufacturing industry is perceived as the new industrial revolution. It is creating new opportunities for both the economies and the society. Deployment of ...
Adaptive contents for interactive TV guided by machine learning based on predictive sentiment analysis of data Mondragón, Victor M; García-Díaz, Vicente; Porcel, Carlos; González-Crespo, Rubén (UNIR) (Soft Computing, 03/2017)This paper describes a new proposal for interactive television which is an answer to a continuous change in the traditional television as consequence of the inclusion and evolution of the digital social networks, the ...
Study of Factors Affecting the Choice Modal of Transportation in an Urban Environment Using Analytic Hierarchy Process Fraile, Alberto (UNIR); Sicilia, Juan Antonio (UNIR); González-Crespo, Rubén (UNIR); González, Alfonso (UNIR) (Communications in Computer and Information Science, 2016)In modern economies it is essential a proper system of transport that enables population mobility and consequent accessibility to services. However, its current configuration is causing strong negative externalities and ...