C erf() Function

Table of Contents

1. Introduction
2. erf() Function Syntax
3. Understanding erf() Function
4. Examples
   • Computing the Error Function of a Value
   • Using erf() with User Input
5. Real-World Use Case
6. Conclusion

Introduction

The erf() function in C is a standard library function that computes the error function of a given number. It is part of the C standard library (math.h). The error function is a mathematical function widely used in probability, statistics, and partial differential equations.

erf() Function Syntax

The syntax for the erf() function is as follows:

#include <math.h>
double erf(double x);

Parameters:

• x: The value for which the error function is to be computed.

Returns:

• The function returns the error function of the value x.

Understanding erf() Function

The erf() function takes a value ( x ) as input and returns the value of the error function for ( x ). This function is useful in various mathematical and scientific computations involving integrals of Gaussian functions.

Examples

Computing the Error Function of a Value

To demonstrate how to use erf() to compute the error function of a value, we will write a simple program.

Example

#include <stdio.h>
#include <math.h>

int main() {
    double value = 1.0;

    // Compute the error function of the value
    double result = erf(value);

    // Print the result
    printf("erf(%.2f) = %.5f\n", value, result);

    return 0;
}

Output:

erf(1.00) = 0.84270

Using erf() with User Input

This example shows how to use erf() to compute the error function of a value provided by the user.

Example

#include <stdio.h>
#include <math.h>

int main() {
    double value;

    // Get user input for the value
    printf("Enter a value: ");
    scanf("%lf", &value);

    // Compute the error function of the value
    double result = erf(value);

    // Print the result
    printf("erf(%.2f) = %.5f\n", value, result);

    return 0;
}

Output (example user input "0.5"):

Enter a value: 0.5
erf(0.50) = 0.52050

Real-World Use Case

Calculating Probability in a Normal Distribution

In real-world applications, the erf() function can be used to calculate probabilities in a normal distribution, such as finding the probability that a value falls within a certain range.

Example: Calculating Probability

#include <stdio.h>
#include <math.h>

int main() {
    double mean = 0.0;
    double std_dev = 1.0;
    double x1, x2, prob;

    // Get user input for the range values
    printf("Enter the lower bound (x1): ");
    scanf("%lf", &x1);
    printf("Enter the upper bound (x2): ");
    scanf("%lf", &x2);

    // Calculate the probability using the error function
    prob = 0.5 * (erf((x2 - mean) / (std_dev * sqrt(2))) - erf((x1 - mean) / (std_dev * sqrt(2))));

    // Print the result
    printf("The probability that a value falls between %.2f and %.2f is: %.5f\n", x1, x2, prob);

    return 0;
}

Output (example user input lower bound "-1" and upper bound "1"):

Enter the lower bound (x1): -1
Enter the upper bound (x2): 1
The probability that a value falls between -1.00 and 1.00 is: 0.68269

Conclusion

The erf() function is essential for computing the error function of a value in C. It is useful in various mathematical and scientific calculations, particularly in fields like probability, statistics, and solving partial differential equations.