Bootstrap performance profiles in stochastic algorithms assessment

Optimization with stochastic algorithms has become a relevant research field. Due to its stochastic nature, its assessment is not straightforward and involves integrating accuracy and precision. Performance profiles for the mean do not show the trade-off between accuracy and precision, and parametri...

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Bibliographic Details
Main Author: Costa, Lino (author)
Other Authors: Espírito Santo, I. A. C. P. (author), Oliveira, Pedro (author)
Format: conferencePaper
Language:eng
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/1822/39485
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/39485