Fuzzy markup language: Difference between revisions

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Revision as of 12:20, 7 January 2015

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{{multiple issues|original research=June 2012|unreliable sources=June 2012|more footnotes=June 2012|refimprove=June 2012}}

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{{refimprove|date=June 2012}}

{{original research|date=June 2012}}

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| name = (FML) Fuzzy Markup Language <!-- For rollover expansion of links in other pages-->

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*<code><RECTANGULARSHAPE></code>

*<code><SINGLETONSHAPE></code>

Every shaping tag uses a set of attributes which defines the real outline of corresponding fuzzy set. The number of these attributes depends on the chosen fuzzy set shape.

In order to make an example, let us consider the ''Tipper Inference System'' described in Mathwork Matlab Fuzzy Logic Toolbox Tutorial. This Mamdani system is used to regulate the tipping in, for example, a restaurant. It has got two variables in input (''food'' and ''service'') and one in output (''tip''). FML code for modeling part of knowledge base of this fuzzy system containing variables ''food'' and ''tip'' is shown below.

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..........

</FuzzyController>

</source>

The FML definition of rule base component in a Tsk system doesn’t change a lot. The only different thing is that the <code><Clause></code> tag doesn’t have the modifier attribute.

As example, let us consider a tsk rule composed by ''(food is rancid) OR (service is very poor)'' as antecedent and, as consequent, ''tip=1.9+5.6*food+6.0*service'' that can be written as ''tip is cheap'' in an implicitly way. So the rule can be written in this way:

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............

</RuleBase>

</source>

===FML Grammar===

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..........

</xs:schema>

</source>

===FML Synthesis===

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* {{Cite journal|last=Acampora|first=G.|author2=Wang, M.-H.|author3= Lee, C.-S.|author4= Hsieh, K.-L.|author5= Hsu, C.-Y.|author6= Chang, C.-C.|year=2010|title=Ontology-based multi-agents for intelligent healthcare applications|url=|journal= Journal of Ambient Intelligence and Humanized Computing|volume=1|issue=2|pages=111–131|doi=10.1007/s12652-010-0011-5}}

* {{Cite journal|last=Acampora|first=G.|author2= Loia, V.|author3= Gaeta, M.|author4= Vasilakos, A.V.|year=2010|title=Interoperable and adaptive fuzzy services for ambient intelligence applications|url=|journal=ACM Trans. Auton. Adapt. Syst.|volume=5|issue=2|doi=10.1145/1740600.1740604}}

[[Category:Markup languages]]