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Difference between revisions of "cpp/numeric/random/lognormal distribution"

From cppreference.com
< cpp‎ | numeric‎ | random
(reqs)
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{{cpp/title|lognormal_distribution}}
 
{{cpp/title|lognormal_distribution}}
 
{{cpp/numeric/random/lognormal_distribution/navbar}}
 
{{cpp/numeric/random/lognormal_distribution/navbar}}
{{ddcl | header=random | since=c++11 | 1=
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{{ddcl|header=random|since=c++11|1=
 
template< class RealType = double >
 
template< class RealType = double >
 
class lognormal_distribution;
 
class lognormal_distribution;
 
}}
 
}}
  
The lognormal_distribution random number distribution produces random numbers {{math|x > 0}} according to a log-normal distribution:
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The lognormal_distribution random number distribution produces random numbers {{math|x > 0}} according to a -normal distribution:
  
:{{math|f(x; m,s) {{=}} {{mfrac||1|sx{{mrad|2 π}} }} exp{{mparen|(|)|- {{mfrac||(ln x - m){{su|p=2}}| 2s{{su|p=2}}}} }} }}
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:{{|f(x;m,s) {{} } {{mfrac||1|sx{{mrad|2 π}}}} exp{{mparen|(|)|- {{mfrac||(ln x - m){{su|p=2}}|2s{{su|p=2}}}}}}}}
  
The parameter {{math|m}} is the mean and the parameter {{math|s}} the standard deviation.
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The {{math|m}} and {{math|s}} the standard deviation .
  
{{tt|std::lognormal_distribution}} satisfies all requirements of {{concept|RandomNumberDistribution}}
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{{|std::lognormal_distribution}} satisfies all requirements of {{|RandomNumberDistribution}}
  
 
===Template parameters===
 
===Template parameters===
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===Member types===
 
===Member types===
 
{{dsc begin}}
 
{{dsc begin}}
{{dsc hitem | Member type | Definition}}
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{{dsc hitem|Member type|Definition}}
{{dsc | {{tt|result_type}} | {{c|RealType}}}}
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{{dsc|{{tt|result_type}} {{c|RealType}}}}
 
{{cpp/numeric/random/param_type}}
 
{{cpp/numeric/random/param_type}}
 
{{dsc end}}
 
{{dsc end}}
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===Member functions===
 
===Member functions===
 
{{dsc begin}}
 
{{dsc begin}}
{{dsc inc | cpp/numeric/random/distribution/dsc constructor | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc constructor|lognormal_distribution}}
{{dsc inc | cpp/numeric/random/distribution/dsc reset | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc reset|lognormal_distribution}}
  
{{dsc h2 | Generation}}
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{{dsc h2|Generation}}
{{dsc inc | cpp/numeric/random/distribution/dsc operator() | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc operator()|lognormal_distribution}}
  
{{dsc h2 | Characteristics}}
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{{dsc h2|Characteristics}}
{{dsc inc | cpp/numeric/random/distribution/dsc params | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc params|lognormal_distribution}}
{{dsc inc | cpp/numeric/random/distribution/dsc param | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc param|lognormal_distribution}}
{{dsc inc | cpp/numeric/random/distribution/dsc min | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc min|lognormal_distribution}}
{{dsc inc | cpp/numeric/random/distribution/dsc max | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc max|lognormal_distribution}}
 
{{dsc end}}
 
{{dsc end}}
  
 
===Non-member functions===
 
===Non-member functions===
 
{{dsc begin}}
 
{{dsc begin}}
{{dsc inc | cpp/numeric/random/distribution/dsc operator_cmp | lognormal_distribution }}
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{{dsc inc|cpp/numeric/random/distribution/dsc operator_cmp|lognormal_distribution}}
{{dsc inc | cpp/numeric/random/distribution/dsc operator_ltltgtgt | lognormal_distribution}}
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{{dsc inc|cpp/numeric/random/distribution/dsc operator_ltltgtgt|lognormal_distribution}}
 
{{dsc end}}
 
{{dsc end}}
  
 
===Example===
 
===Example===
 
{{example
 
{{example
| code=
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|code=
#include <iostream>
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#include <>
 
#include <iomanip>
 
#include <iomanip>
#include <string>
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#include <>
 
#include <map>
 
#include <map>
 
#include <random>
 
#include <random>
#include <cmath>
+
#include <>
 +
 
 
int main()
 
int main()
 
{
 
{
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     std::map<int, int> hist;
 
     std::map<int, int> hist;
     for(int n=0; n<10000; ++n) {
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     for (int n = 0; n < ; ++n)
 
         ++hist[std::round(d(gen))];
 
         ++hist[std::round(d(gen))];
    }
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     for(auto p : hist) {
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     for (std::cout << std::fixed << std::setprecision(1)
        std::cout << std::fixed << std::setprecision(1) << std::setw(2)
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<< std::<< << ' ' << std::string(/ 200, '*') << '\n';
                  << p.first << ' ' << std::string(p.second/200, '*') << '\n';
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    }
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}
 
}
| output=
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2  
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|output=
3 ***
+
2
4 *************
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3 ***
5 ***************
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4 *************
6 *********
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5 ***************
7 ****
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6 *********
8 *
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7 ****
9  
+
8 *
10
+
9
11
+
12
+
 +
 
}}
 
}}
  
 
===External links===
 
===External links===
* [http://mathworld.wolfram.com/LogNormalDistribution.html Weisstein, Eric W. "Log Normal Distribution."] From MathWorld--A Wolfram Web Resource.
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[://mathworld.wolfram.com/LogNormalDistribution.html Weisstein, Eric W. "Log Normal Distribution."] From MathWorld A Wolfram Web Resource.
* [https://en.wikipedia.org/wiki/Log-normal_distribution Log-normal distribution.] From Wikipedia.
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Latest revision as of 06:21, 2 May 2023