New Variants of Adaptive Differential Evolution Algorithm With Competing Strategies

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F15%3AA1601ER0" target="_blank" >RIV/61988987:17310/15:A1601ER0 - isvavai.cz</a>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

New Variants of Adaptive Differential Evolution Algorithm With Competing Strategies

Popis výsledku v původním jazyce

New variants of the adaptive competitive differential evolution algorithm are proposed and tested experimentally on the CEC 2013 test suite. In the new variants, the adaptation is based on the competition of several strategies. The current-to-pbest mutation borrowed from JADE is included into the pool of the competing strategies in newly proposed variants. The aim of the experimental comparison is to find whether the presence of the current-to-pbest mutation strategy increases the efficiency of the differential evolution algorithm, especially on rotated objective functions. The results of the experiments show that the new variants performed better in a few of the test problems, while the benefit is not observed in the majority of the test problems.

Název v anglickém jazyce

New Variants of Adaptive Differential Evolution Algorithm With Competing Strategies

Popis výsledku anglicky

New variants of the adaptive competitive differential evolution algorithm are proposed and tested experimentally on the CEC 2013 test suite. In the new variants, the adaptation is based on the competition of several strategies. The current-to-pbest mutation borrowed from JADE is included into the pool of the competing strategies in newly proposed variants. The aim of the experimental comparison is to find whether the presence of the current-to-pbest mutation strategy increases the efficiency of the differential evolution algorithm, especially on rotated objective functions. The results of the experiments show that the new variants performed better in a few of the test problems, while the benefit is not observed in the majority of the test problems.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

IN - Informatika

OECD FORD obor

—

Projekt

<a href="/cs/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: Centrum excelence IT4Innovations</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

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

Název periodika

Acta Electrotechnica et Informatica

ISSN

1335-8243

e-ISSN

—

Svazek periodika

15

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

SK - Slovenská republika

Počet stran výsledku

8

Strana od-do

49-56

Kód UT WoS článku

—

EID výsledku v databázi Scopus

—