Evolutionary deep learning

The primary objective of this thesis is to investigate whether evolutionary concepts can improve the performance, speed and convenience of algorithms in various active areas of machine learning research. Deep neural networks are exhibiting an explosion in the number of parameters that need to be tra...

Full description

Bibliographic Details
Main Author: Dufourq, Emmanuel
Other Authors: Bassett, Bruce A.
Format: Doctoral Thesis
Language:Eng
Published: Faculty of Science 2019
Online Access:http://hdl.handle.net/11427/30357