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jFuzzyLogic/fcl/tipper_with.fcl
2015-11-04 19:53:35 -05:00

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/*
Example: A tip calculation FIS (fuzzy inference system)
Calculates tip based on 'servie' and 'food'
If you want to about this example (and fuzzy logic), please
read Matlab's tutorial on fuzzy logic toolbox
http://www.mathworks.com/access/helpdesk/help/pdf_doc/fuzzy/fuzzy.pdf
Pablo Cingolani
pcingola@users.sourceforge.net
*/
FUNCTION_BLOCK tipper // Block definition (there may be more than one block per file)
VAR_INPUT // Define input variables
service : REAL;
food : REAL;
END_VAR
VAR_OUTPUT // Define output variable
tip : REAL;
END_VAR
FUZZIFY service // Fuzzify input variable 'service': {'poor', 'good' , 'excellent'}
TERM poor := (0, 1) (4, 0) ;
TERM good := (1, 0) (4,1) (6,1) (9,0);
TERM excellent := (6, 0) (9, 1);
END_FUZZIFY
FUZZIFY food // Fuzzify input variable 'food': { 'rancid', 'delicious' }
TERM rancid := (0, 1) (1, 1) (3,0) ;
TERM delicious := (7,0) (9,1);
END_FUZZIFY
DEFUZZIFY tip // Defzzzify output variable 'tip' : {'cheap', 'average', 'generous' }
TERM cheap := (0,0) (5,1) (10,0);
TERM average := (10,0) (15,1) (20,0);
TERM generous := (20,0) (25,1) (30,0);
METHOD : COG; // Use 'Center Of Gravity' defuzzification method
DEFAULT := 0; // Default value is 0 (if no rule activates defuzzifier)
END_DEFUZZIFY
RULEBLOCK No1
AND : MIN; // Use 'min' for 'and' (also implicit use 'max' for 'or' to fulfill DeMorgan's Law)
ACT : MIN; // Use 'min' activation method
ACCU : MAX; // Use 'max' accumulation method
RULE 1 : IF service IS poor OR food IS rancid THEN tip IS cheap WITH 0.8;
RULE 2 : IF service IS good THEN tip IS average WITH 0.5;
RULE 3 : IF service IS excellent AND food IS delicious THEN tip IS generous WITH 0.9;
END_RULEBLOCK
END_FUNCTION_BLOCK