A First Course in FUZZY and NEURAL CONTROL

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3.12. EXERCISES AND PROJECTS 131

Find formulas for all the functions involved and also plot them.


  1. LetA(x)=sinπx,B(x)=x^2 ,A^0 (x)=1−A(x),andB^0 (x)=1−B(x)
    forx∈[0,1].Showthat


A(x)∧A^0 (x)=(A(x)∧A^0 (x)∧B(x))∨(A(x)∧A^0 (x)∧B^0 (x))

Find formulas for all the functions involved and also plot them.


  1. If⊕is an averaging operator andfis a continuous, strictly increasing
    functionf:[0,1]→[0,1]satisfyingf(0) = 0andf(1) = 1, show that


x~y=f−^1 (f(x)⊕f(y))

is also an averaging operator.


  1. Show that an OWA operator satisfies the three basic properties associated
    with an averaging operator.

  2. Show that the function


t(x)=max


min

μ
x−a
b−a

,

c−x
c−b


, 0

æ

gives the triangular set determined by the points(a,0),(b,1),(c,0)for
a<b<c.


  1. Show that the function


t(x)=max


αmin

μ
x−a
b−a

, 1 ,

d−x
d−c


, 0

æ

gives the trapezoidal set determined by the points(a,0),(b,α),(c,α),
(d,0)fora<b<c<dand 0 <α≤ 1.


  1. LetA[a,b,c]denote the triangular set determined by the points(a,0),
    (b,1),(c,0). Using the fuzzy sets


0

0.2

0.4

0.6

0.8

246810

A 1 [2, 4 ,6]andA 2 [4, 6 ,8]
and
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