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Difference between revisions of "cpp/numeric/math/erf"

From cppreference.com
< cpp‎ | numeric‎ | math
(Use declarations template)
m (., fmt, "" -> '')
 
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If the implementation supports IEEE floating-point arithmetic (IEC 60559),
 
If the implementation supports IEEE floating-point arithmetic (IEC 60559),
−
* If the argument is ±0, ±0 is returned
+
* If the argument is ±0, ±0 is returned.
−
* If the argument is ±∞, ±1 is returned
+
* If the argument is ±∞, ±1 is returned.
−
* If the argument is NaN, NaN is returned
+
* If the argument is NaN, NaN is returned.
  
 
===Notes===
 
===Notes===
−
Underflow is guaranteed if {{c|{{!}}num{{!}} < DBL_MIN * (std::sqrt(π)/2)}}
+
Underflow is guaranteed if {{c|{{!}}num{{!}} < DBL_MIN * (std::sqrt(π) / 2)}}.
  
 
{{mathjax-or|\(\operatorname{erf}(\frac{x}{\sigma \sqrt{2} })\)|erf({{mfrac|x|&sigma;{{mrad|2}}}})}} is the probability that a measurement whose errors are subject to a normal distribution with standard deviation {{mathjax-or|\(\sigma\)|&sigma;}} is less than {{mathjax-or|\(x\)|x}} away from the mean value.
 
{{mathjax-or|\(\operatorname{erf}(\frac{x}{\sigma \sqrt{2} })\)|erf({{mfrac|x|&sigma;{{mrad|2}}}})}} is the probability that a measurement whose errors are subject to a normal distribution with standard deviation {{mathjax-or|\(\sigma\)|&sigma;}} is less than {{mathjax-or|\(x\)|x}} away from the mean value.
Line 50: Line 50:
 
               << std::fixed << std::setprecision(2);
 
               << std::fixed << std::setprecision(2);
 
     for (int n = -4; n < 4; ++n)
 
     for (int n = -4; n < 4; ++n)
−
         std::cout << "[" << std::setw(2) << n
+
         std::cout << '[' << std::setw(2) << n
−
                   << ":" << std::setw(2) << n + 1 << "]: "
+
                   << ':' << std::setw(2) << n + 1 << "]: "
 
                   << std::setw(5) << 100 * phi(n, n + 1) << "%\n";
 
                   << std::setw(5) << 100 * phi(n, n + 1) << "%\n";
 
      
 
      

Latest revision as of 08:49, 15 October 2023

 
C++
 
Numerics library
Common mathematical functions
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erf
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Defined in header <cmath>
(1)
float       erf ( float num );

double      erf ( double num );

long double erf ( long double num );
 (until C++23)
/* floating-point-type */
            erf ( /* floating-point-type */ num );
 (since C++23)
(constexpr since C++26)
float       erff( float num );
 (2) (since C++11)
(constexpr since C++26)
long double erfl( long double num );
 (3) (since C++11)
(constexpr since C++26)
Additional overloads (since C++11)
Defined in header <cmath>
template< class Integer >
double      erf ( Integer num );
 (A) (constexpr since C++26)
1-3) Computes the error function of num. The library provides overloads of std::erf for all cv-unqualified floating-point types as the type of the parameter.(since C++23)
A) Additional overloads are provided for all integer types, which are treated as double.
 (since C++11)

Contents

[edit] Parameters

num - floating-point or integer value

[edit] Return value

If no errors occur, value of the error function of num, that is
2
√π
∫num0e-t2dt, is returned.
If a range error occurs due to underflow, the correct result (after rounding), that is
2*num
√π
 is returned.

[edit] Error handling

Errors are reported as specified in math_errhandling.

If the implementation supports IEEE floating-point arithmetic (IEC 60559),

  • If the argument is ±0, ±0 is returned.
  • If the argument is ±∞, ±1 is returned.
  • If the argument is NaN, NaN is returned.

[edit] Notes

Underflow is guaranteed if |num| < DBL_MIN * (std::sqrt(π) / 2).

erf(
x
σ√2
) is the probability that a measurement whose errors are subject to a normal distribution with standard deviation σ is less than x away from the mean value.

The additional overloads are not required to be provided exactly as (A). They only need to be sufficient to ensure that for their argument num of integer type, std::erf(num) has the same effect as std::erf(static_cast<double>(num)).

[edit] Example

The following example calculates the probability that a normal variate is on the interval (x1, x2):

Run this code
#include <cmath>
#include <iomanip>
#include <iostream>
 
double phi(double x1, double x2)
{
    return (std::erf(x2 / std::sqrt(2)) - std::erf(x1 / std::sqrt(2))) / 2;
}
 
int main()
{
    std::cout << "Normal variate probabilities:\n"
              << std::fixed << std::setprecision(2);
    for (int n = -4; n < 4; ++n)
        std::cout << '[' << std::setw(2) << n
                  << ':' << std::setw(2) << n + 1 << "]: "
                  << std::setw(5) << 100 * phi(n, n + 1) << "%\n";
 
    std::cout << "Special values:\n"
              << "erf(-0) = " << std::erf(-0.0) << '\n'
              << "erf(Inf) = " << std::erf(INFINITY) << '\n';
}

Output: 

Normal variate probabilities:
[-4:-3]:  0.13%
[-3:-2]:  2.14%
[-2:-1]: 13.59%
[-1: 0]: 34.13%
[ 0: 1]: 34.13%
[ 1: 2]: 13.59%
[ 2: 3]:  2.14%
[ 3: 4]:  0.13%
Special values:
erf(-0) = -0.00
erf(Inf) = 1.00

[edit] See also

(C++11)(C++11)(C++11)
 complementary error function
(function) [edit]
C documentation for erf

[edit] External links

Weisstein, Eric W. "Erf." From MathWorld — A Wolfram Web Resource.
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