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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Bibliographische Detailangaben
Hauptverfasser: Abdulameer, Mohammed Hasan, Sheikh Abdullah, Siti Norul Huda, Othman, Zulaiha Ali
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2014
Schlagworte:
Research Article
Online Zugang: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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