Differential Evolution for Neural Networks Optimization

In this paper, a Neural Networks optimizer based on Self-adaptive Differential Evolution is presented. This optimizer applies mutation and crossover operators in a new way, taking into account the structure of the network according to a per layer strategy. Moreover, a new crossover called <i>i...

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Bibliographic Details
Main Authors: Marco Baioletti, Gabriele Di Bari, Alfredo Milani, Valentina Poggioni
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/1/69