Questions tagged [step-function]

A step function, also known as a simple function, is a finite sum of characteristic functions of bounded intervals. They are often used in real analysis and measure theory to approximate integrable functions.

Let $\{I_k\}_{k=1}^{n}$ be a finite set of bounded intervals. A corresponding step function $S:\mathbb{R} \to \mathbb{R}$ is a function of the form $$ S(x) = \sum_{k=1}^{n} a_k \Large{\chi}_{I_k}(x) $$Special cases include the sign function and the Heaviside theta function. The Kronecker delta is not typically taken to be a step function as the intervals are required to have positive length.

Step functions are continuous except possibly at boundary points of the intervals and are integrable. They often form a 'first step' for proving measurability properties of functions: first one might show the result for step functions, then measurable functions, then continuous functions, etc.

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How does a collection of step functions form a linear space?

Reading through a text book and it states that the collection of step functions form a linear space. I know a step function has the form: $$f(x) = \sum_{i=1}^{n}c_i \cdot m(I_i)$$ But what exactly is a linear space?
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Find constants $a_i \in \Re$, $b_i \in[0,4]$ such that $\psi(x)$ can be as $\psi(x)= \sum_{i=1}^3 a_ih(x-b_i)$ for $x \in [0,4]$

Let $\psi(x): [0,4] \to \Re$ be the step function defined by $$\psi(x) = \begin{cases} 2, & \text{if $x\in$ [0,1)} \\ -1, & \text{if $x\in$ [1,2)}\\ 1, & \text{if $x\in$ [2,4]} \end{cases}$$ Find constants $a_i \in \Re$, $b_i \in[0,4]$ such that…
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Approximation of Step function?

Is it possible to approximate the step function? f(x)=\begin{cases} 0 \quad\text{ if }x\le 0\\ 1\quad \text{otherwise} \end{cases} I want to implement it by polynomial approximation.
mallea
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Heaviside step function with function as argument

Is the following computations correct? Can the Heaviside step function have an arbitrary function as argument? It seams reasonable and leads to the correct/same answers, but I have not been able to find any source of information about it. Does…
Filip
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Step function properties!

Is there an expression for $\theta (x^2-y^2)$ in term of $\theta(x-y)$? Where $\theta(x)$ is step function. And is $\theta(ax-y)=\theta(x-y/a)$?
ShS
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Problems writing the standard formula of a piecewise function

I have the following plot: which is reflected by the given formula: $$ \chi_{A_j}(\xi)=\begin{cases} 2, \ \ \ \ -2\le \xi<-1 \\ 1, \ \ \ \ -1\le \xi<0 \\ 2, \ \ \ \ 0\le \xi<1 \\ 3, \ \ \ \ 1\le \xi\le2 …
Luthier415Hz
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Question on the step-wise function

I have a question regarding the stepwise function properties. I have the stepwise function on the uniform grid: \begin{equation}\label{step} f(t)=\begin{cases} 2, \ \ \ \ -2
Luthier415Hz
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Need some help in understanding a step-function notation

So I was reading this paper and I saw this nonsmooth nonlinear function. But, I am not familiar with this kind of notation, does it denote some kind of a step-function with the value $1$ if $X \leq a$ True and $0$…
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Can a bounded and monotonic function can be approximated by bounded step function?

Let $f: [-\pi, \pi] \to \mathbb{R}$ be a bounded and monotonic function. Let $M > 0$ such that $|f(x)| \leq M$ for all $x \in [-\pi, \pi]$. Can $f$ be approximated (in $L^{\infty}$-sense) by a function in a…
Vicky
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What is the relation between block-pulse function and Heaviside Step function?

Block-pulse function: Heaviside-Step function vikipedia Are they the same functions? Is the block pulse function just the discrete form of the Heaviside step func. ?
HD239
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How to convert this piece-wise function to unit step?

How would I approach this piece-wise function to convert it to unit step? $$g(t) = \begin{cases}2t & 0 \leq t<1\\2 & 1\leq t < ∞\end{cases} $$ How do I start this? I'm not getting the second piece.
Berry
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Properties of Heaviside Function

Let $H(x)$ be the Heaviside function defined by \begin{cases} 1 & \text{if } x\geq0\\ 0 & \text{if } x<0 \end{cases} I know that $H'(x)=\delta(x)$. The derivative of the Heaviside function is the delta function. $\delta(x)=\delta(-x)$. The delta…
Axion004
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How to prove $5\mid (6^n -1)$

How can I prove Inductive Step? $5$ divides $6^n -1$. I've already proved base case and induction Hypothesis but I don't know how to prove Inductive step.
Zeus
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