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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

  • Czech description

Classification

  • Type

    C - Chapter in a specialist book

  • CEP classification

    IN - Informatics

  • OECD FORD branch

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