Air Quality Modeling by Fuzzy Sets and IF-Sets
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F11%3A39892234" target="_blank" >RIV/00216275:25410/11:39892234 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.4018/978-1-60960-156-0.ch006" target="_blank" >http://dx.doi.org/10.4018/978-1-60960-156-0.ch006</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4018/978-1-60960-156-0.ch006" target="_blank" >10.4018/978-1-60960-156-0.ch006</a>
Alternative languages
Result language
angličtina
Original language name
Air Quality Modeling by Fuzzy Sets and IF-Sets
Original language description
The chapter presents a design of parameters for air quality classification of districts into classes according to their pollution. Therefore, the chapter presents basic notions of fuzzy sets introduced by L. A. Zadeh for design hierarchical fuzzy inference systems Mamdani type and IF-sets introduced by K. T. Atanassov for design of hierarchical IF-inference systems Mamdani type. In the next part of the chapter the authors describe air quality modeling by hierarchical fuzzy inference systems, hierarchical IF-inference systems and we analyze the results. Moreover, the chapter describes air quality modeling, the design of membership functions and non-membership functions, if-then rules of individual subsystems and inference mechanism. Further, the authorspresent basic notions of IF-relations and their determination by Kohonen's Self-organizing Feature Maps and K-means algorithms and process air quality classification.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/SP%2F4I2%2F60%2F07" target="_blank" >SP/4I2/60/07: Indicators for assessment and simulation of interactions among environment, economics and social connections</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Environmental Modeling for Sustainable Regional Development : System Approaches and Advanced Methods
ISBN
978-1-60960-156-0
Number of pages of the result
26
Pages from-to
118-143
Number of pages of the book
492
Publisher name
IGI Global
Place of publication
Hershey
UT code for WoS chapter
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