4.7 Article

Nearest piecewise linear approximation of fuzzy numbers

Journal

FUZZY SETS AND SYSTEMS
Volume 233, Issue -, Pages 26-51

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.fss.2013.02.005

Keywords

Approximation of fuzzy numbers; Fuzzy number; Piecewise linear approximation

Funding

  1. Sectoral Operational Program for Human Resources Development
  2. European Social Fund [POSDRU/107/1.5/S/76841]
  3. Romanian National Authority for Scientific Research grant, CNCS-UEFISCDI [PN-II-ID-PCE-2011-3-0861]

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The problem of the nearest approximation of fuzzy numbers by piecewise linear 1-knot fuzzy numbers is discussed. By using 1-knot fuzzy numbers one may obtain approximations which are simple enough and flexible to reconstruct the input fuzzy concepts under study. They might be also perceived as a generalization of the trapezoidal approximations. Moreover, these approximations possess some desirable properties. Apart from theoretical considerations approximation algorithms that can be applied in practice are also given. (C) 2013 Elsevier B.V. All rights reserved.

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