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Novel Back Propagation Optimization by Cuckoo Search Algorithm

The traditional Back Propagation (BP) has some significant disadvantages, such as training too slowly, easiness to fall into local minima, and sensitivity of the initial weights and bias. In order to overcome these shortcomings, an improved BP network that is optimized by Cuckoo Search (CS), called...

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Detalles Bibliográficos
Autores principales: Yi, Jiao-hong, Xu, Wei-hong, Chen, Yuan-tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3980988/
https://www.ncbi.nlm.nih.gov/pubmed/25028682
http://dx.doi.org/10.1155/2014/878262