Differential Evolution and Chaotic Series

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63520696" target="_blank" >RIV/70883521:28140/18:63520696 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/8439199" target="_blank" >https://ieeexplore.ieee.org/document/8439199</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/IWSSIP.2018.8439199" target="_blank" >10.1109/IWSSIP.2018.8439199</a>

Result language

angličtina

Original language name

Differential Evolution and Chaotic Series

Original language description

This research deals with the modern and popular hybridization of chaotic dynamics and evolutionary computation. It is aimed at the influence of chaotic sequences on the performance of four selected Differential Evolution (DE) variants. The variants of interest were: original DE/Rand/1/ and DE/Best/1/ mutation schemes, simple parameter adaptive jDE, and the recent state of the art version SHADE. Experiments are focused on the extensive investigation of the different randomization schemes for the selection of individuals in DE algorithm driven by the nine different two-dimensional discrete chaotic systems, as the chaotic pseudo-random number generators. The performances of DE variants and their chaotic/non-chaotic versions are recorded in the one-dimensional settings of 10 D and 15 test functions from the CEC 2015 benchmark.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2018

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

International Conference on Systems, Signals, and Image Processing

ISBN

978-153866979-2

ISSN

21578672

e-ISSN

neuvedeno

Number of pages

5

Pages from-to

"nestrankovano"

Publisher name

IEEE Computer Society

Place of publication

Los Alamitors

Event location

Maribor

Event date

Jun 20, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000451277200005