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CZ_ShapedMembershipFunction

CZ_ShapedMembershipFunction

Class for implementing a z-like membership function with the A and B parameters.

Description

The function sets a z-like two-parameter membership function. This is a non-increasing membership function that takes values from 1 to 0. The function parameters define an interval, within which the function decreases in non-linear trajectory from 1 to 0.

The function represents fuzzy sets of “very low” type. In other words, it sets non-increasing membership functions with saturation.

fuzzy_z_function

A sample code for plotting a chart is displayed below.

Declaration

class CZ_ShapedMembershipFuncion : public IMembershipFunction

Title

#include <Math\Fuzzy\membershipfunction.mqh>

Inheritance hierarchy

CObject

IMembershipFunction

CZ_ShapedMembershipFunction

Class methods

Class methodDescription
AGets and sets the parameter of the decreasing interval start.
BGets and sets the parameter of the decreasing interval end.
GetValueCalculates the value of the membership function by a specified argument.

Methods inherited from class CObject

: Prev, Prev, Next, Next, Save, Load, Type, Compare

Example

//+------------------------------------------------------------------+
//|                                   Z_ShapedMembershipFunction.mq5 |
//|                        Copyright 2016, MetaQuotes Software Corp. |
//|                                             https://www.mql5.com |
//+------------------------------------------------------------------+
#include <Math\Fuzzy\membershipfunction.mqh>
#include <Graphics\Graphic.mqh>
//--- Create membership functions
CZ_ShapedMembershipFunction func1(2,1);
CZ_ShapedMembershipFunction func2(2,5);
CZ_ShapedMembershipFunction func3(2,9);
//--- Create wrappers for membership functions
double Z_ShapedMembershipFunction1(double x) { return(func1.GetValue(x)); }
double Z_ShapedMembershipFunction2(double x) { return(func2.GetValue(x)); }
double Z_ShapedMembershipFunction3(double x) { return(func3.GetValue(x)); }
//+------------------------------------------------------------------+
//| Script program start function                                    |
//+------------------------------------------------------------------+
void OnStart()
  {
//--- create graphic
   CGraphic graphic;
   if(!graphic.Create(0,"Z_ShapedMembershipFunction",0,30,30,780,380))
     {
      graphic.Attach(0,"Z_ShapedMembershipFunction");
     }
   graphic.HistoryNameWidth(70);
   graphic.BackgroundMain("Z_ShapedMembershipFunction");
   graphic.BackgroundMainSize(16);
//--- create curve
   graphic.CurveAdd(Z_ShapedMembershipFunction1,0.0,10.0,0.1,CURVE_LINES,"[2, 1]");
   graphic.CurveAdd(Z_ShapedMembershipFunction2,0.0,10.0,0.1,CURVE_LINES,"[2, 5]");
   graphic.CurveAdd(Z_ShapedMembershipFunction3,0.0,10.0,0.1,CURVE_LINES,"[2, 9]");
//--- sets the X-axis properties
   graphic.XAxis().AutoScale(false);
   graphic.XAxis().Min(0.0);
   graphic.XAxis().Max(10.0);
   graphic.XAxis().DefaultStep(1.0);
//--- sets the Y-axis properties
   graphic.YAxis().AutoScale(false);
   graphic.YAxis().Min(0.0);
   graphic.YAxis().Max(1.1);
   graphic.YAxis().DefaultStep(0.2);
//--- plot
   graphic.CurvePlotAll();
   graphic.Update();
  }
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