blas-dnrm2
v1.0.0
Published
Computes the L2 norm (Euclidean norm).
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dnrm2
Computes the L2 norm of
x
.
The L2 norm is defined as
Installation
$ npm install blas-dnrm2
Usage
var dnrm2 = require( 'blas-dnrm2' );
dnrm2( N, x, stride, offset )
Computes the L2 norm.
var x = [ -2, 1, 3, -5, 4, 0, -1, -3 ];
var nrm = dnrm2( x.length, x, 1, 0 );
// returns ~8.062
The function
accepts the following parameters:
- N: number of accessed elements.
- x: input
array
ortyped array
. - stride: index increment.
- offset: starting index.
The N
, stride
, and offset
parameters determine which elements in x
are accessed when computing the L2 norm. For example, to select every other value starting from the second element,
var x = [ -2, 1, 3, -5, 4, 0, -1, -3 ];
var N = Math.floor( x.length / 2 );
var stride = 2;
var offset = 1;
var nrm = dnrm2( N, x, stride, offset );
// returns ~5.916
If any of the following conditions are met
N < 0
stride <= 0
offset < 0
the function
returns undefined
. If N = 0
, the function
returns 0
.
Notes
Examples
var dnrm2 = require( 'blas-dnrm2' );
var rand;
var sign;
var x;
var i;
x = new Float64Array( 100 );
for ( i = 0; i < x.length; i++ ) {
rand = Math.round( Math.random() * 100 );
sign = Math.random();
if ( sign < 0.5 ) {
sign = -1;
} else {
sign = 1;
}
x[ i ] = sign * rand;
}
console.log( dnrm2( x.length, x, 1, 0 ) );
To run the example code from the top-level application directory,
$ node ./examples/index.js
References
- Dahlquist, Germund and Bjorck, Ake. Numerical Methods in Scientific Computing.
- Blue, James (1978) "A Portable Fortran Program To Find the Euclidean Norm of a Vector". ACM Transactions on Mathematical Software.
- Higham, Nicholas J. Accuracy and Stability of Numerical Algorithms, Second Edition.
This module implements a one-pass algorithm proposed by S.J. Hammarling.
Tests
Unit
This repository uses tape for unit tests. To run the tests, execute the following command in the top-level application directory:
$ make test
All new feature development should have corresponding unit tests to validate correct functionality.
Test Coverage
This repository uses Istanbul as its code coverage tool. To generate a test coverage report, execute the following command in the top-level application directory:
$ make test-cov
Istanbul creates a ./reports/coverage
directory. To access an HTML version of the report,
$ make view-cov
Browser Support
This repository uses Testling for browser testing. To run the tests in a (headless) local web browser, execute the following command in the top-level application directory:
$ make test-browsers
To view the tests in a local web browser,
$ make view-browser-tests
License
Copyright
Copyright © 2016. The Compute.io Authors.