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70 lines
4.4 KiB
HTML
70 lines
4.4 KiB
HTML
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<p style="font-size: 16pt"> <b> What is jFuzzyLogic?</b></p>
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jFuzzyLogic is a <b>fuzzy logic</b> package written in java (as you might have guessed). It implements Fuzzy control language (FCL) specification (IEC 61131 part 7)<p>
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<p style="font-size: 8pt" align=center><font color=#777777> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </font></p>
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<p style="font-size: 16pt"> <b> jFuzzyLogic Features </b></p>
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- Implements Fuzzy control language (FCL) IEC-61131-7 specification.<br>
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- Parametric optimization algorithms.<br>
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- Membership functions: <br>
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-Continuous: GenBell, Sigmoidal, Trapetzoidal, Gaussian, PieceWiseLinear, Triangular, Cosing, Dsigm<br>
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-Discrete: Singleton, GenericSingleton <br>
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-Custom membership functions can be defined<br>
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- Defuzzifiers: <br>
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-Continuous: CenterOfGravity, RightMostMax, CenterOfArea, LeftMostMax, MeanMax<br>
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-Discrete: CenterOfGravitySingletons<br>
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-Custom defuzzifiers can be easly created<br>
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-Function based deffuzifiers (e.g. "TERM drainage := FUNCTION (-2 * pressure * Ln(pressure)) + (temp * 4);");<br>
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- Rule aggregation (how rules are aggregated / accumulated): BoundedSum, Max, ProbOr, Sum, NormedSum<br>
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- Rule connection operators (AND, OR): Max / Min, ProbOr / Prod, BoundedDif //BoundedSum, etc.<br>
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- Rule implication methods (activation): Min , Product.
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<p style="font-size: 16pt"> <b> Eclipse plugin (December 2012 release) </b></p>
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<b>New</b> plugin available for Eclipse (Helios). See details <a class="body" href="plugin.html"> here </a><br>
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- To install: Eclipse menu <tt>Help -> Install new software</tt>
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- Click on <tt>Add</tt><br>
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- Name: <tt>jFuzzyLogic</tt> <br>
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- Location: <tt>http://jfuzzylogic.sourceforge.net/eclipse/</tt><br>
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- Click OK an follow the instructions.<br><br>
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<center> <p style="font-size: 16pt"> <b> jFuzzyLogic Paper </b> </center> </p>
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If you use jFuzzyLogic in an academic project, please cite our papers:
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<ul>
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<li> <a class="body" href="Cingolani_Alcala-Fdez_jFuzzyLogic_2013_IJCIS.pdf"> "jFuzzyLogic: a Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming."</a>
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<li> <a class="body" href="jFuzzyLogic.pdf"> "jFuzzyLogic: A Robust and Flexible Fuzzy-Logic Inference System Language Implementation" </a>.
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</ul>
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<br>
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BibTex:
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<pre>
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@inproceedings{cingolani2013jfuzzylogic,
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title={jFuzzyLogic: a Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming.}
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author={Cingolani, Pablo and Alcala-Fdez, Jesus},
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booktitle={International Journal of Computational Intelligence Systems}
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pages={61-75},
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year={2013},
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organization={IEEE}
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}
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@inproceedings{cingolani2012jfuzzylogic,
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title={jFuzzyLogic: a robust and flexible Fuzzy-Logic inference system language implementation},
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author={Cingolani, Pablo and Alcala-Fdez, Jesus},
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booktitle={Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on},
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pages={1-8},
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year={2012},
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organization={IEEE}
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}
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</pre><p>
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<p style="font-size: 8pt" align=center><font color=#777777> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - </font></p>
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<center> <p style="font-size: 16pt"> <b> Examples </b> </center> </p>
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<p style="font-size: 12pt"> To run this demo, download jFuzzyLogic.jar and run "<b>java -jar jFuzzyLogic.jar demo</b>"<p>
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<center> <img src="images/snapshot3.png"> </center>
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<center> <b>Video capture</b> </center><p>
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<center> <embed src="./videos/jFuzzy_Tipper_demo.swf" width=790 height=590> </center>
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