Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F11%3APU92033" target="_blank" >RIV/00216305:26220/11:PU92033 - isvavai.cz</a>
Result on the web
<a href="http://www.radioelektronika.cz" target="_blank" >http://www.radioelektronika.cz</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods
Original language description
In the paper, three algorithms for the multi-objective optimization based on the strategy of a self-organized migration are compared. The first two algorithms - Weighted Sum Method and Rotated Weighted Metric Method - transform multiple objectives into a single fitness function. The third method - a novel MOSOMA - combines the principle of the non-dominated sorting of population in the objective space and the survey of the decision space of input variables based on the self-organized migration. All three algorithms are compared on the test problem with the Pareto front, which contains both convex and non-convex parts. Monitored parameters are generational distance, spread of solutions and CPU time.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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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)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
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 21st International Conferrence Radioelktronika 2011
ISBN
978-1-61284-322-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
97-100
Publisher name
Department of Radio Electronics, Brno University of Technology
Place of publication
Purkyňova 118, 61200 Brno, Czech Republic
Event location
Brno
Event date
Apr 19, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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