time-to-botec/squiggle/node_modules/@stdlib/blas/ext/base/gapxsumkbn/README.md

185 lines
4.8 KiB
Markdown
Raw Normal View History

<!--
@license Apache-2.0
Copyright (c) 2020 The Stdlib Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->
# gapxsumkbn
> Add a constant to each strided array element and compute the sum using an improved KahanBabuška algorithm.
<section class="intro">
</section>
<!-- /.intro -->
<section class="usage">
## Usage
```javascript
var gapxsumkbn = require( '@stdlib/blas/ext/base/gapxsumkbn' );
```
#### gapxsumkbn( N, alpha, x, stride )
Adds a constant to each strided array element and computes the sum using an improved KahanBabuška algorithm.
```javascript
var x = [ 1.0, -2.0, 2.0 ];
var N = x.length;
var v = gapxsumkbn( N, 5.0, x, 1 );
// returns 16.0
```
The function has the following parameters:
- **N**: number of indexed elements.
- **x**: input [`Array`][mdn-array] or [`typed array`][mdn-typed-array].
- **stride**: index increment for `x`.
The `N` and `stride` parameters determine which elements in `x` are accessed at runtime. For example, to access every other element in `x`,
```javascript
var floor = require( '@stdlib/math/base/special/floor' );
var x = [ 1.0, 2.0, 2.0, -7.0, -2.0, 3.0, 4.0, 2.0 ];
var N = floor( x.length / 2 );
var v = gapxsumkbn( N, 5.0, x, 2 );
// returns 25.0
```
Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views.
<!-- eslint-disable stdlib/capitalized-comments -->
```javascript
var Float64Array = require( '@stdlib/array/float64' );
var floor = require( '@stdlib/math/base/special/floor' );
var x0 = new Float64Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
var N = floor( x0.length / 2 );
var v = gapxsumkbn( N, 5.0, x1, 2 );
// returns 25.0
```
#### gapxsumkbn.ndarray( N, alpha, x, stride, offset )
Adds a constant to each strided array element and computes the sum using an improved KahanBabuška algorithm and alternative indexing semantics.
```javascript
var x = [ 1.0, -2.0, 2.0 ];
var N = x.length;
var v = gapxsumkbn.ndarray( N, 5.0, x, 1, 0 );
// returns 16.0
```
The function has the following additional parameters:
- **offset**: starting index for `x`.
While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying `buffer`, the `offset` parameter supports indexing semantics based on a starting index. For example, to access every other value in `x` starting from the second value
```javascript
var floor = require( '@stdlib/math/base/special/floor' );
var x = [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ];
var N = floor( x.length / 2 );
var v = gapxsumkbn.ndarray( N, 5.0, x, 2, 1 );
// returns 25.0
```
</section>
<!-- /.usage -->
<section class="notes">
## Notes
- If `N <= 0`, both functions return `0.0`.
- Depending on the environment, the typed versions ([`dapxsumkbn`][@stdlib/blas/ext/base/dapxsumkbn], [`sapxsumkbn`][@stdlib/blas/ext/base/sapxsumkbn], etc.) are likely to be significantly more performant.
</section>
<!-- /.notes -->
<section class="examples">
## Examples
<!-- eslint no-undef: "error" -->
```javascript
var randu = require( '@stdlib/random/base/randu' );
var round = require( '@stdlib/math/base/special/round' );
var Float64Array = require( '@stdlib/array/float64' );
var gapxsumkbn = require( '@stdlib/blas/ext/base/gapxsumkbn' );
var x;
var i;
x = new Float64Array( 10 );
for ( i = 0; i < x.length; i++ ) {
x[ i ] = round( randu()*100.0 );
}
console.log( x );
var v = gapxsumkbn( x.length, 5.0, x, 1 );
console.log( v );
```
</section>
<!-- /.examples -->
* * *
<section class="references">
## References
- Neumaier, Arnold. 1974. "Rounding Error Analysis of Some Methods for Summing Finite Sums." _Zeitschrift Für Angewandte Mathematik Und Mechanik_ 54 (1): 3951. doi:[10.1002/zamm.19740540106][@neumaier:1974a].
</section>
<!-- /.references -->
<section class="links">
[mdn-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array
[mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray
[@stdlib/blas/ext/base/dapxsumkbn]: https://www.npmjs.com/package/@stdlib/blas/tree/main/ext/base/dapxsumkbn
[@stdlib/blas/ext/base/sapxsumkbn]: https://www.npmjs.com/package/@stdlib/blas/tree/main/ext/base/sapxsumkbn
[@neumaier:1974a]: https://doi.org/10.1002/zamm.19740540106
</section>
<!-- /.links -->