Distance vs. Improvement based parameter adaptation in SHADE

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F19%3A63520324" target="_blank" >RIV/70883521:28140/19:63520324 - isvavai.cz</a>

Result on the web

<a href="https://link.springer.com/chapter/10.1007%2F978-3-319-91189-2_45" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-319-91189-2_45</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-91189-2_45" target="_blank" >10.1007/978-3-319-91189-2_45</a>

Result language

angličtina

Original language name

Distance vs. Improvement based parameter adaptation in SHADE

Original language description

This work studied a relationship between optimization qualities of Success-History based Adaptive Differential Evolution algorithm (SHADE) and its self-adaptive parameter strategy. Original SHADE with improvement based adaptation is compared to the SHADE with Distance based parameter adaptation (Db_SHADE) on the basis of the CEC2015 benchmark set for continuous optimization and a novel approach combining both distance and improvement adaptation (DIb_SHADE) is presented and tested as a trade-off between both approaches.

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>S - Specificky vyzkum na vysokych skolach

Publication year

2019

Confidentiality

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

Article name in the collection

Advances in Intelligent Systems and Computing, Volume 764

ISBN

978-331991188-5

ISSN

2194-5357

e-ISSN

—

Number of pages

10

Pages from-to

455-464

Publisher name

Springer Verlag

Place of publication

Berlín

Event location

Zlín

Event date

Apr 25, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000460247600045