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Conference material: "Scientific service & Internet: proceedings of the 22nd All-Russian Scientific Conference (September 21-25, 2020, online)"
Authors: Ezhov D.V., Kovalenko O.V.
Parallel algorithm to optimize continuous highdimensional functions on the basis of hybridization of the grey wolf optimizer (GWO)
Abstract:
'Grey wolf optimizer' [1] proved to be good on high-dimensional problems [2]. The report discusses the improved accuracy of the 'grey wolf optimizer' option from [2] using Rosenbrock «ravine» functions due to adding an additional role into the grey wolf swarm – movement of a part of grey wolves along the converging spiral, that was borrowed from another bioinspired Yellow Saddle Goatfish behavior optimizer [4].
Keywords:
optimization, bio-inspired optimizer, Grey wolf optimizer, Rosenbrock function, extremum, Yellow Saddle Goatfish behavior optimizer
Publication language: russian,  pages: 13 (p. 255-267)
Russian source text:
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About authors:
  • Ezhov Dmitry Vladimirovich,  raider76@yandex.ruorcid.org/0000-0002-4669-0874,  RFNC-VNIIEF
  • Kovalenko Oleg Vladimirovich,  olegquqan@gmail.comorcid.org/0000-0002-1024-3204,  RFNC-VNIIEF