Support Vector Machine Based on Adaptive Acceleration Particle Swarm Optimization

Existing face recognition methods utilize particle swarm optimizer (PSO) and opposition based particle swarm optimizer (OPSO) to optimize the parameters of SVM. However, the utilization of random values in the velocity calculation decreases the performance of these techniques; that is, during the ve...

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Autores principales: Abdulameer, Mohammed Hasan, Sheikh Abdullah, Siti Norul Huda, Othman, Zulaiha Ali
Formato: Artigo
Lenguaje:Inglês
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3984833/
https://ncbi.nlm.nih.gov/pubmed/24790584
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/835607
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