K-PPE: A Variant Phasmatodea Population Evolution Algorithm for Global Optimization
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F22%3A10252012" target="_blank" >RIV/61989100:27240/22:10252012 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-981-19-1057-9_17" target="_blank" >https://link.springer.com/chapter/10.1007/978-981-19-1057-9_17</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-981-19-1057-9_17" target="_blank" >10.1007/978-981-19-1057-9_17</a>
Alternative languages
Result language
angličtina
Original language name
K-PPE: A Variant Phasmatodea Population Evolution Algorithm for Global Optimization
Original language description
Phasmatodea population evolution (PPE) algorithm is a new meta-heuristic, which has presented great performance in engineering optimization problems. A novel version, called K-PPE, is proposed to advance PPE. K-PPE improves the method of generating K optimal solutions and adopts dynamic value of K to promote convergence rate and local exploration. CEC2013 verifies that the performance of K-PPE is better than PPE, particle swarm optimization (PSO) and gray wolf optimizer (GWO). In the end, it is successfully used in multilevel image segmentation.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
ADVANCES IN INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2021 & FITAT 2021), VOL 1
ISBN
978-981-19105-7-9
ISSN
2190-3018
e-ISSN
2190-3026
Number of pages
10
Pages from-to
171-180
Publisher name
SPRINGER INTERNATIONAL PUBLISHING AG
Place of publication
CHAM
Event location
Shu Te Univ
Event date
Oct 29, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000882974900017