Distributed implementation of neuroevolution of augmenting topologies method

Distributed implementation of neuroevolution of augmenting topologies method

Despite the neuroevolution of augmenting topologies method strengths, like the capability to be used in cases where the formula for a cost function and the topology of the neural network are difficult to determine, one of the main problems of such methods is slow convergence towards optimal results,...

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Bibliographic Details
Date:2021
Main Authors: Achour, I.Z., Doroshenko, A.Yu.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2021
Subjects:
NEAT
neuroevolution of augmenting topologies
artificial neural networks
reinforcement learning
genetic algorithms
distributed computing
cloud computing
UDC 004.272.26 + 004.021 + 004.032.26
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/467
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Journal Title:Problems in programming
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Problems in programming

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https://pp.isofts.kiev.ua/index.php/ojs1/article/view/467

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