157 lines
5.6 KiB
Markdown
157 lines
5.6 KiB
Markdown
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<!--
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@license Apache-2.0
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Copyright (c) 2018 The Stdlib Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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# Heaviside Function
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> Evaluate the [Heaviside function][heaviside-function].
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<section class="intro">
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The [Heaviside function][heaviside-function] is defined as
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<!-- <equation class="equation" label="eq:heaviside_function" align="center" raw="H(x) = \begin{cases} 1 & \textrm{if}\ x \gt 0 \\ 0 & \textrm{if}\ x \lt 0\end{cases}" alt="Heaviside function."> -->
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<div class="equation" align="center" data-raw-text="H(x) = \begin{cases} 1 & \textrm{if}\ x \gt 0 \\ 0 & \textrm{if}\ x \lt 0\end{cases}" data-equation="eq:heaviside_function">
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<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@bb29798906e119fcb2af99e94b60407a270c9b32/lib/node_modules/@stdlib/math/base/special/heaviside/docs/img/equation_heaviside_function.svg" alt="Heaviside function.">
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<br>
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</div>
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<!-- </equation> -->
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and is discontinuous at `0`. Depending on the context, the [Heaviside function][heaviside-function] may be defined as a continuous function. To define the [Heaviside function][heaviside-function] such that the function has rotational symmetry,
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<!-- <equation class="equation" label="eq:heaviside_function_half_maximum" align="center" raw="H(x) = \begin{cases} x & \textrm{if}\ x \gt 0 \\ \frac{1}{2} & \textrm{if}\ x = 0 \\ 0 & \textrm{if}\ x \lt 0\end{cases}" alt="Heaviside function half-maximum."> -->
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<div class="equation" align="center" data-raw-text="H(x) = \begin{cases} x & \textrm{if}\ x \gt 0 \\ \frac{1}{2} & \textrm{if}\ x = 0 \\ 0 & \textrm{if}\ x \lt 0\end{cases}" data-equation="eq:heaviside_function_half_maximum">
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<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@bb29798906e119fcb2af99e94b60407a270c9b32/lib/node_modules/@stdlib/math/base/special/heaviside/docs/img/equation_heaviside_function_half_maximum.svg" alt="Heaviside function half-maximum.">
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<br>
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</div>
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<!-- </equation> -->
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To define the [Heaviside function][heaviside-function] as a left-continuous function,
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<!-- <equation class="equation" label="eq:heaviside_function_left_continuous" align="center" raw="H(x) = \begin{cases} x & \textrm{if}\ x \gt 0 \\ 0 & \textrm{if}\ x \leq 0\end{cases}" alt="Heaviside function left-continuous."> -->
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<div class="equation" align="center" data-raw-text="H(x) = \begin{cases} x & \textrm{if}\ x \gt 0 \\ 0 & \textrm{if}\ x \leq 0\end{cases}" data-equation="eq:heaviside_function_left_continuous">
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<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@bb29798906e119fcb2af99e94b60407a270c9b32/lib/node_modules/@stdlib/math/base/special/heaviside/docs/img/equation_heaviside_function_left_continuous.svg" alt="Heaviside function left-continuous.">
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<br>
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</div>
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<!-- </equation> -->
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To define the [Heaviside function][heaviside-function] as a right-continuous function,
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<!-- <equation class="equation" label="eq:heaviside_function_right_continuous" align="center" raw="H(x) = \begin{cases} x & \textrm{if}\ x \geq 0 \\ 0 & \textrm{if}\ x \lt 0\end{cases}" alt="Heaviside function right-continuous."> -->
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<div class="equation" align="center" data-raw-text="H(x) = \begin{cases} x & \textrm{if}\ x \geq 0 \\ 0 & \textrm{if}\ x \lt 0\end{cases}" data-equation="eq:heaviside_function_right_continuous">
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<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@bb29798906e119fcb2af99e94b60407a270c9b32/lib/node_modules/@stdlib/math/base/special/heaviside/docs/img/equation_heaviside_function_right_continuous.svg" alt="Heaviside function right-continuous.">
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<br>
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</div>
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<!-- </equation> -->
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</section>
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<!-- /.intro -->
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<section class="usage">
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## Usage
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```javascript
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var heaviside = require( '@stdlib/math/base/special/heaviside' );
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```
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#### heaviside( x\[, continuity] )
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Evaluates the [Heaviside function][heaviside-function].
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```javascript
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var v = heaviside( 3.14 );
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// returns 1.0
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v = heaviside( -3.14 );
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// returns 0.0
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v = heaviside( NaN );
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// returns NaN
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```
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The `continuity` parameter may be one of the following values:
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- `'half-maximum'`: if `x == 0`, the function returns `0.5`.
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- `'left-continuous'`: if `x == 0`, the function returns `0.0`.
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- `'right-continuous'`: if `x == 0`, the function returns `1.0`.
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By default, the function is discontinuous at `0`.
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```javascript
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var v = heaviside( 0.0 );
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// returns NaN
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```
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To define the [Heaviside function][heaviside-function] as a continuous function, set the `continuity` parameter.
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```javascript
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var v = heaviside( 0.0, 'half-maximum' );
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// returns 0.5
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v = heaviside( 0.0, 'left-continuous' );
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// returns 0.0
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v = heaviside( 0.0, 'right-continuous' );
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// returns 1.0
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```
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</section>
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<!-- /.usage -->
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<section class="examples">
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## Examples
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<!-- eslint no-undef: "error" -->
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```javascript
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var linspace = require( '@stdlib/array/linspace' );
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var heaviside = require( '@stdlib/math/base/special/heaviside' );
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var x = linspace( -10.0, 10.0, 101 );
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var i;
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for ( i = 0; i < x.length; i++ ) {
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console.log( 'H(%d) = %d', x[ i ], heaviside( x[ i ] ) );
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}
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```
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</section>
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<!-- /.examples -->
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<section class="links">
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[heaviside-function]: https://en.wikipedia.org/wiki/Heaviside_step_function
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</section>
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<!-- /.links -->
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