Development of the modified methods to train a neural network to solve the task on recognition of road users

Development of the modified methods to train a neural network to solve the task on recognition of road users

We have developed modifications of a simple genetic algorithm for pattern recognition. In the proposed modification Alpha-Beta, at the stage of selection of individuals to the new population the individuals are ranked in terms of fitness, then the number of pairs is randomly determined ‒ a certain n...

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Bibliographic Details
Main Authors: Ievgen Fedorchenko, Andrii Oliinyk, Alexander Stepanenko, Tetiana Zaiko, Serhii Shylo, Anton Svyrydenko
Format: Article
Language:English
Published: PC Technology Center 2019-04-01
Series:Eastern-European Journal of Enterprise Technologies
Subjects:
pattern recognition
genetic algorithm
evolutionary algorithm
neural networks
python
opencv
keras
Online Access:http://journals.uran.ua/eejet/article/view/164789

Internet

http://journals.uran.ua/eejet/article/view/164789

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