109 lines
3.6 KiB
HTML
109 lines
3.6 KiB
HTML
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<center><h3> Membership functions </h3></center>
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There are several membership functions. Mainly two sub classes: <i><b>Continuous</b></i> and <i><b>Discrete</b></i>. One variable can only have Continuous or Discrete membership functions.
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<center><img src="images/membership.png"></center><br>
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<b>Usage, examples, and FCL:</b>
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<table border=0>
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<tr> <td> <center><b>Triangular</b></center> <br>
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<img src="images/inVar2.png"><br>
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Usage: <b>trian</b> min mid max
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar2
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TERM poor := trian 0 2.5 5;
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TERM good := trian 2.5 5 7.5;
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TERM excellent := trian 5 7.5 10;
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END_FUZZIFY
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</pre></td></tr></table>
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<p style="font-size: 8" align=center> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </p>
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</td> </tr>
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<tr> <td> <center><b>Trapetzoidal</b></center> <br>
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<img src="images/inVar3.png"><br>
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Usage: <b>trape</b> min midLow midHigh max
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar3
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TERM poor := trape 0 2 3 4;
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TERM good := trape 3 4 5 6;
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TERM excellent := trape 5 6 7 8;
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END_FUZZIFY
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</pre></td></tr></table>
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<p style="font-size: 8" align=center> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </p>
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</td> </tr>
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<tr> <td> <center><b>Gauss</b></center> <br>
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<img src="images/inVar5.png"><br>
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Usage: <b>gauss</b> mean stdev
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar5
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TERM poor := gauss 2 2;
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TERM good := gauss 5 2;
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TERM excellent := gauss 8 2;
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END_FUZZIFY
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</pre></td></tr></table>
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<p style="font-size: 8" align=center> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </p>
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</td> </tr>
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<tr> <td> <center><b>Generalized bell</b></center> <br>
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<img src="images/inVar4.png"><br>
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Usage: <b>gbell</b> a b mean
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar4
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TERM poor := gbell 2 4 2;
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TERM good := gbell 2 4 5;
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TERM excellent := gbell 2 4 8;
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END_FUZZIFY
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</pre></td></tr></table>
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<p style="font-size: 8" align=center> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </p>
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</td> </tr>
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<tr> <td> <center><b>Sigmoidal</b></center> <br>
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<img src="images/inVar6.png"><br>
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Usage: <b>sigm</b> gain center
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar6
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TERM poor := sigm -4 3;
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TERM good := sigm 4 7;
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END_FUZZIFY
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</pre></td></tr></table>
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<p style="font-size: 8" align=center> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </p>
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</td> </tr>
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<tr> <td> <center><b>Singleton</b></center> <br>
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<img src="images/inVar7.png"><br>
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Usage: just one number (where singleton value is 1)
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar7
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TERM poor := 2;
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TERM good := 5;
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TERM excellent := 8;
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END_FUZZIFY
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</pre></td></tr></table>
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<p style="font-size: 8" align=center> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </p>
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</td> </tr>
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<tr> <td> <center><b>Piece-wise linear</b></center> <br>
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<img src="images/inVar1.png"><br>
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Usage: (x_1, y_1) (x_2, y_2) .... (x_n, y_n)
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<table border=0 bgcolor=#ccfccc><tr><td>
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<pre>
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FUZZIFY inVar1
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TERM poor := (0,1) (2, 1) (4, 0) ;
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TERM good := (1, 0) (2, 0.5) (3, 0.7) (4,1) (4.5, 1)
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(5, 0.6) (6, 0.3) (7, 0.3) (8, 0.8) (9, 0.8) (10,0);
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TERM excellent := (6, 0) (9, 1) (10,1);
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END_FUZZIFY
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</pre></td></tr></table>
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</td> </tr>
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</table>
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<table>
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