On Stagnation of The Differential Evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26520%2F00%3A63300103" target="_blank" >RIV/00216305:26520/00:63300103 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
On Stagnation of The Differential Evolution
Original language description
This article discusses the stagnation of an evolutionary optimization algorithm called Differential Evolution. Stagnation problem refers to a situation in which the optimum seeking process stagnates before finding a globally optimal solution. Typically,stagnation occurs virtually without any obvious reason. The stagnation differs from the premature convergence so that the population remains diverse and unconverged after stag-nation, but the optimization process does not progress anymore. The reasons for this problem have remained unknown so far. This article uncovers this problem describing the basic nature of stagnation phenomena,a mechanism behind it and some reasons for stagnation. Advices for reducing the risk of stagnation were con-cluded on basis of the new findings
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2000
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Mendel 2000, 6th International Conference on Soft Computing
ISBN
80-214-1609-2
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
PC-DIR Brno
Place of publication
Brno
Event location
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Event date
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Type of event by nationality
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UT code for WoS article
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