Hypot

Hypot is a mathematical function defined to calculate the length of the hypotenuse of a right-angle triangle. It was designed to avoid errors arising due to limited-precision calculations performed on computers.

Motivation and usage

Calculating the length of the hypotenuse of a triangle is possible using the square root function on the sum of two squares, but hypot(x, y) avoids problems that occur when squaring very large or very small numbers.

The magnitude of the hypotenuse from (0, 0) to (x, y) can be calculated using:

r = \sqrt { x^2 + y^2 } \,

This operation is also known as Pythagorean addition.

However the squares of very large or small values of x and y may exceed the range of machine precision when calculated on a computer, leading to an inaccurate result caused by arithmetic underflow and/or arithmetic overflow. The hypot function was designed to calculate the result without causing this problem.

The hypot function is often used together with the atan2 function to convert from Cartesian coordinates to polar coordinates:

r = hypot(x, y) θ = atan2(y, x)

Implementation

The difficulty with the naive implementation is that x² or y² may overflow or underflow, unless the intermediate result is computed with extended precision. A common implementation technique is to exchange the values, if necessary, so that |x| ≥ |y|, and then use the equivalent form:

\begin{align} r & = \sqrt { x^2 + y^2 } \\ & = \sqrt { x^2 ( 1 + (y/x)^2) } \\ & = |x| \sqrt {1 + (y/x)^2 } \end{align}

The computation of y/x cannot overflow. If y/x underflows, the final result is equal to |x|, which is correct within the precision of the calculation. The square root is computed of a value between 1 and 2. Finally, the multiplication by |x| cannot underflow, and overflows only when the result is too large to represent.

Pseudocode

// hypot for x != 0 or y != 0
double function hypot(double x,double y)
    double z;
    double r;
    x = abs(x);
    y = abs(y);
    z = max(x,y);
    r = min(x,y) / z;
    return z * sqrt(1 + r * r);

To save memory space, we may overwrite x here to avoid allocating a new double r.

Programming language support

The function is present in several programming languages:

C99
C++11^[1]
D (programming language)^[2]
Fortran 2008
Julia (programming language)
Swift (programming language)
Python^[3]
Apple's PowerPC Numerics^[4]
MATLAB^[5]
Pascal^[6]
PHP^[7]
Java (since version 1.5)^[8]
Ruby^[9]
Go^[10]
Rust^[11]
JavaScript^[12]
Some C90 and C++ libraries have provided a hypot function.^[13]^[14]^[15]

References

This article is issued from Wikipedia. The text is licensed under Creative Commons - Attribution - Sharealike. Additional terms may apply for the media files.