L-SHADE Algorithm with Distance Based Parameter Adaptation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63516988" target="_blank" >RIV/70883521:28140/17:63516988 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-69814-4_7" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-69814-4_7</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-69814-4_7" target="_blank" >10.1007/978-3-319-69814-4_7</a>
Alternative languages
Result language
angličtina
Original language name
L-SHADE Algorithm with Distance Based Parameter Adaptation
Original language description
In this paper a modification to the adaptive mechanism in Success-History based Adaptive Differential Evolution (SHADE) with Linear decrease in population size (L-SHADE) is proposed in order to overcome the premature convergence, while optimizing higher dimensional problems. This modification can be also useful in constrained optimization, where the improved exploration could help in overcoming constrained areas. The proposed modification of the algorithm is tested on the CEC2015 benchmark set and compared to its basis – L-SHADE.
Czech name
—
Czech description
—
Classification
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)
Result continuities
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)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Electrical Engineering
ISBN
978-331969813-7
ISSN
1876-1100
e-ISSN
neuvedeno
Number of pages
12
Pages from-to
69-80
Publisher name
Springer Verlag
Place of publication
Berlín
Event location
Ho Chi Minh
Event date
Dec 7, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—