Using a scouting predator-prey optimizer to train support vector machines with non psd kernels

In this paper, we investigate the use of an heterogeneous particle swarm optimizer, the scouting predator-prey optimizer, to train support vector machines with non positive definite kernels, including distance substitution based kernels. These kernels can arise in practical applications, resulting i...

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Bibliographic Details
Main Author: Silva, Arlindo (author)
Other Authors: Gonçalves, Teresa (author)
Format: article
Language:eng
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10174/10359
Country:Portugal
Oai:oai:dspace.uevora.pt:10174/10359