Hybridization of Fuzzy PSO and Fuzzy ACO applied to TSP
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092833" target="_blank" >RIV/61989100:27240/14:86092833 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86092833
Result on the web
<a href="http://dx.doi.org/10.1109/HIS.2013.6920464" target="_blank" >http://dx.doi.org/10.1109/HIS.2013.6920464</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/HIS.2013.6920464" target="_blank" >10.1109/HIS.2013.6920464</a>
Alternative languages
Result language
angličtina
Original language name
Hybridization of Fuzzy PSO and Fuzzy ACO applied to TSP
Original language description
Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO) algorithms have attracted the interest of researchers due to their simplicity, effectiveness and efficiency in solving real world optimization problems. Swarm-inspired optimization has recently become very popular. Both ACO and PSO are successfully applied in the Traveling Salesman Problem (TSP). Our approach consists in combining Fuzzy Logic with ACO (FACO - Fuzzy Ant Colony Optimization) and PSO (FPSO - Fuzzy Particle Swarm Optimization) for solving the TSP. Experimental results and comparative studies illustrate the importance of Fuzzy logic in reducing the time and the best length for the TSP problems considered. 2013 IEEE.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2013 Thirteenth International Conference on Hybrid Intelligent Systems (HIS 2013) : Yassmine Hammamet, Tunisia, 04-06 December, 2013
ISBN
978-1-4799-2439-4
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
105-110
Publisher name
IEEE
Place of publication
New York
Event location
Yassmine Hammamet
Event date
Dec 4, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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