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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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Veröffentlicht in:PROBLEMS IN PROGRAMMING
Datum:2021
Heft:3
Сторінки:03-15
ISSN:1727-4907
Автори та афіліації:
  • I.Z. Achour — NTUU "KPI"
  • A.Yu. Doroshenko — Institute of Software Systems NAS of Ukraine
Hauptverfasser: Achour, I.Z., Doroshenko, A.Yu.
Format: Artikel
Sprache:Ukrainisch
Veröffentlicht: PROBLEMS IN PROGRAMMING 2021
Schlagworte:
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 Zugang:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/467
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Назва журналу:Problems in programming
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