The Fast Modification of Evolutionary Bioinspired Cat Swarm Optimization Method

Shafronenko, A.Yu.; Bodyanskiy, Ye. V.; Pliss, I. P.

Публікація:
The Fast Modification of Evolutionary Bioinspired Cat Swarm Optimization Method

dc.contributor.author	Shafronenko, A.Yu.
dc.contributor.author	Bodyanskiy, Ye. V.
dc.contributor.author	Pliss, I. P.
dc.date.accessioned	2023-04-13T21:12:10Z
dc.date.available	2023-04-13T21:12:10Z
dc.date.issued	2019
dc.description.abstract	This paper discusses the optimization problem based on cat swarm optimization by introducing elements of a random search in a stochastic modification of the basic procedure into the seeking and tracing modes, that improves the speed and accuracy of determining the direction of movement in the seeking mode and improves the global properties of the procedure in the tracing mode. The proposed optimization method, being a representative of evolutionary algorithms, is intended for using hybrid systems of computational intelligence and, above all, in learning tasks of artificial neural networks, neuro-fuzzy systems, as well as in clustering and classification problems.
dc.identifier.citation	Shafronenko A.Yu. The Fast Modification of Evolutionary Bioinspired Cat Swarm Optimization Method / A.Yu. Shafronenko, Ye. V. Bodyanskiy, I. P. Pliss // 2019 IEEE 8th International Conference on Advanced Optoelectronics and Lasers (CAOL*2019) : сonference proceedings, Sozopol, Bulgaria, 6-8 September 2019. – P. 548–129.
dc.identifier.uri	https://openarchive.nure.ua/handle/document/22620
dc.language.iso	en
dc.subject	Optimization
dc.subject	Cat swarm algorithm
dc.subject	Seeking mode
dc.subject	Tracing mode
dc.title	The Fast Modification of Evolutionary Bioinspired Cat Swarm Optimization Method
dc.type	Conference proceedings
dspace.entity.type	Publication