Degree of Coverage of Radial Rule Bases
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F15%3A00453676" target="_blank" >RIV/67985807:_____/15:00453676 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/NAFIPS-WConSC.2015.7284141" target="_blank" >http://dx.doi.org/10.1109/NAFIPS-WConSC.2015.7284141</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/NAFIPS-WConSC.2015.7284141" target="_blank" >10.1109/NAFIPS-WConSC.2015.7284141</a>
Alternative languages
Result language
angličtina
Original language name
Degree of Coverage of Radial Rule Bases
Original language description
The paper discusses how a rule base covers its input space in radial fuzzy systems. We investigate the minimal degree of firing of rules in the rule base when moving across the input space. This minimal degree is called the degree of coverage (DOC) and refers to the area of the input space where the rule base has the weakest explanatory power. Identification of the DOC corresponds to a constrained optimization problem. Whilst in general case solving this problem may be hard, in the radial fuzzy systemsit may be eased by passing to convex optimization, however, at the cost of getting only a lower bound on the DOC. Moreover, we introduce an algorithm to check out different lower bounds on the DOC for the case of the specific radial rule bases.
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/LD13002" target="_blank" >LD13002: Modeling of complex systems for softcomputing methods</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
NAFIPS 2015. Proceedings of the 2015 Annual Meeting of the North American Fuzzy Information Processing Society
ISBN
978-1-4673-7249-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
IEEE
Place of publication
Piscataway
Event location
Redmond
Event date
Aug 17, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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