1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
|
#include <fl/Headers.h>
int main(int argc, char** argv){
using namespace fl;
Engine* engine = new Engine;
engine->setName("Cubic-Approximator");
InputVariable* inputVariable = new InputVariable;
inputVariable->setEnabled(true);
inputVariable->setName("X");
inputVariable->setRange(-5.000, 5.000);
inputVariable->addTerm(new Triangle("AboutNegFive", -6.000, -5.000, -4.000));
inputVariable->addTerm(new Triangle("AboutNegFour", -5.000, -4.000, -3.000));
inputVariable->addTerm(new Triangle("AboutNegThree", -4.000, -3.000, -2.000));
inputVariable->addTerm(new Triangle("AboutNegTwo", -3.000, -2.000, -1.000));
inputVariable->addTerm(new Triangle("AboutNegOne", -2.000, -1.000, 0.000));
inputVariable->addTerm(new Triangle("AboutZero", -1.000, 0.000, 1.000));
inputVariable->addTerm(new Triangle("AboutOne", 0.000, 1.000, 2.000));
inputVariable->addTerm(new Triangle("AboutTwo", 1.000, 2.000, 3.000));
inputVariable->addTerm(new Triangle("AboutThree", 2.000, 3.000, 4.000));
inputVariable->addTerm(new Triangle("AboutFour", 3.000, 4.000, 5.000));
inputVariable->addTerm(new Triangle("AboutFive", 4.000, 5.000, 6.000));
engine->addInputVariable(inputVariable);
OutputVariable* outputVariable = new OutputVariable;
outputVariable->setEnabled(true);
outputVariable->setName("ApproxXCubed");
outputVariable->setRange(-5.000, 5.000);
outputVariable->fuzzyOutput()->setAccumulation(fl::null);
outputVariable->setDefuzzifier(new WeightedAverage("TakagiSugeno"));
outputVariable->setDefaultValue(fl::nan);
outputVariable->setLockPreviousOutputValue(false);
outputVariable->setLockOutputValueInRange(false);
outputVariable->addTerm(Linear::create("TangentatNegFive", engine, 75.000, 250.000));
outputVariable->addTerm(Linear::create("TangentatNegFour", engine, 48.000, 128.000));
outputVariable->addTerm(Linear::create("TangentatNegThree", engine, 27.000, 54.000));
outputVariable->addTerm(Linear::create("TangentatNegTwo", engine, 12.000, 16.000));
outputVariable->addTerm(Linear::create("TangentatNegOne", engine, 3.000, 2.000));
outputVariable->addTerm(Linear::create("TangentatZero", engine, 0.000, 0.000));
outputVariable->addTerm(Linear::create("TangentatOne", engine, 3.000, -2.000));
outputVariable->addTerm(Linear::create("TangentatTwo", engine, 12.000, -16.000));
outputVariable->addTerm(Linear::create("TangentatThree", engine, 27.000, -54.000));
outputVariable->addTerm(Linear::create("TangentatFour", engine, 48.000, -128.000));
outputVariable->addTerm(Linear::create("TangentatFive", engine, 75.000, -250.000));
engine->addOutputVariable(outputVariable);
RuleBlock* ruleBlock = new RuleBlock;
ruleBlock->setEnabled(true);
ruleBlock->setName("");
ruleBlock->setConjunction(fl::null);
ruleBlock->setDisjunction(fl::null);
ruleBlock->setActivation(fl::null);
ruleBlock->addRule(fl::Rule::parse("if X is AboutNegFive then ApproxXCubed is TangentatNegFive", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutNegFour then ApproxXCubed is TangentatNegFour", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutNegThree then ApproxXCubed is TangentatNegThree", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutNegTwo then ApproxXCubed is TangentatNegTwo", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutNegOne then ApproxXCubed is TangentatNegOne", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutZero then ApproxXCubed is TangentatZero", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutOne then ApproxXCubed is TangentatOne", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutTwo then ApproxXCubed is TangentatTwo", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutThree then ApproxXCubed is TangentatThree", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutFour then ApproxXCubed is TangentatFour", engine));
ruleBlock->addRule(fl::Rule::parse("if X is AboutFive then ApproxXCubed is TangentatFive", engine));
engine->addRuleBlock(ruleBlock);
}
|
