Study on Centroid Type-Reduction of Interval Type-2 Fuzzy Logic Systems Based on Noniterative Algorithms

<table class="fixed-width table-group" id="tab2"><tr><td><table class="table"><colgroup><col style="width:7.05em"/><col style="width:5.93em"/><col style="width:5.95em"/><col style="width:5.98em"/></colgroup><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithms</td><td class="align_center">NB</td><td class="align_center">NT</td><td class="align_center">KM</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Example one</td><td class="align_center">0.00366072</td><td class="align_center"><i>0.00000043</i></td><td class="align_center">0.00122808</td></tr><tr><td class="align_left">Example two</td><td class="align_center">0.01664610</td><td class="align_center"><i>0.00067605</i></td><td class="align_center">0.02211606</td></tr><tr><td class="align_left">Example three</td><td class="align_center">0.00579088</td><td class="align_center"><i>0.00013729</i></td><td class="align_center">0.00443448</td></tr><tr><td class="align_left">Example four</td><td class="align_center"><i>0.00000028</i></td><td class="align_center"><i>0.00000028</i></td><td class="align_center"><i>0.00000028</i></td></tr><tr><td class="align_left">Total average</td><td class="align_center">0.00652449</td><td class="align_center"><i>0.00020351</i></td><td class="align_center">0.00694472</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

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Complexity

tab2

Table 2

Table 2: Study on Centroid Type-Reduction of Interval Type-2 Fuzzy Logic Systems Based on Noniterative Algorithms 