How Does Integration of Delta Functions Translate to Heaviside Functions?

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In summary: However, for the purposes of this problem, any value between 0 and 1 would work since the integral will still evaluate to the same value. Therefore, both of the piecewise functions shown represent the same linear combination of Heaviside functions.
  • #1
Ted123
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Homework Statement



Compute the integral

[tex]F(x) = \int^x_{-\infty} f(t) \;dt[/tex]

of the linear combination of Dirac delta-functions

[tex]f(t) = -2\delta (t) + \delta (t-1) + \delta (t-2)[/tex].

Express the result analytically (piecewise on a set of intervals) and draw a sketch of the function [tex]F(x)[/tex].

The Attempt at a Solution



Does [tex]F(x) = -2H(x) + H(x-1) + H (x-2)[/tex] where H is the Heaviside function?

I know how to express the Heaviside/Delta functions in terms of 'jumps' in a graph but the actual values could be anything couldn't they? For instance:

[tex]\begin{displaymath} F(x) = \left\{ \begin{array}{lr}
0, & \;x \leq 0\\
-2, & \;0 < x \leq 1\\
-1, & \;1<x\leq 2\\
0, & \;x > 2
\end{array}
\right.[/tex]

and

[tex]\begin{displaymath} F(x) = \left\{ \begin{array}{lr}
1, & \;x \leq 0\\
-1, & \;0 < x \leq 1\\
0, & \;1<x\leq 2\\
1, & \;x > 2
\end{array}
\right.
\end{displaymath}[/tex]

both respresent that linear combination of Heaviside functions don't they?
 
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  • #2
Ted123 said:

Homework Statement



Compute the integral

[tex]F(x) = \int^x_{-\infty} f(t) \;dt[/tex]

of the linear combination of Dirac delta-functions

[tex]f(t) = -2\delta (t) + \delta (t-1) + \delta (t-2)[/tex].

Express the result analytically (piecewise on a set of intervals) and draw a sketch of the function [itex]F(x)[/itex].

The Attempt at a Solution



Does [tex]F(x) = -2H(x) + H(x-1) + H (x-2)[/tex] where H is the Heaviside function?

I know how to express the Heaviside/Delta functions in terms of 'jumps' in a graph but the actual values could be anything couldn't they? For instance:

[tex]\begin{displaymath} F(x) = \left\{ \begin{array}{lr}
0, & \;x \leq 0\\
-2, & \;0 < x \leq 1\\
-1, & \;1<x\leq 2\\
0, & \;x > 2
\end{array}
\right.[/tex]

and

[tex]\begin{displaymath} F(x) = \left\{ \begin{array}{lr}
1, & \;x \leq 0\\
-1, & \;0 < x \leq 1\\
0, & \;1<x\leq 2\\
1, & \;x > 2
\end{array}
\right.
\end{displaymath}[/tex]

both respresent that linear combination of Heaviside functions don't they?

should make it a bit easier to read, can't get your array to work though.
 
  • #3
L-x said:
should make it a bit easier to read, can't get your array to work though.

This should make it easier!

[PLAIN]http://img824.imageshack.us/img824/9868/heaviside.png
 
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  • #4
You have the correct shape, however you may define a value at x= 0, 1, 2 for the heavside step function. Personally I think 1/2 is the most sensible, because it means that the function is odd and the approximation H(x)={1+tanh(kx)}/2 holds exactly in the limit k->infinity.

0, 1 and 0.5 are all valid choices to use, and will often depend on what exactly you are using H for.

http://www.wolframalpha.com/input/?i=0.5(1+tanh+(x))
 
  • #5
L-x said:
You have the correct shape, however you may define a value at x= 0, 1, 2 for the heavside step function. Personally I think 1/2 is the most sensible, because it means that the function is odd and the approximation H(x)={1+tanh(kx)}/2 holds exactly in the limit k->infinity.

0, 1 and 0.5 are all valid choices to use, and will often depend on what exactly you are using H for.

http://www.wolframalpha.com/input/?i=0.5(1+tanh+(x))

In my definition of H, H(0) is undefined.
 

FAQ: How Does Integration of Delta Functions Translate to Heaviside Functions?

1. What is a Delta/Heaviside function?

A Delta/Heaviside function, also known as a unit impulse function, is a mathematical function that has a value of zero everywhere except at a single point, where it has a value of infinity. It is represented by the symbol δ(x) and is often used in signal processing and engineering to model sudden changes in a system.

2. How is a Delta/Heaviside function different from a regular function?

A regular function has a defined value at every point in its domain, whereas a Delta/Heaviside function only has a value at a single point. Additionally, the value of a regular function can vary continuously, while the Delta/Heaviside function has a discontinuous jump at its single point.

3. What is the purpose of using a Delta/Heaviside function in mathematics?

Delta/Heaviside functions are useful for modeling real-life situations where a sudden change or impulse occurs. They can also be used as a tool for simplifying mathematical equations and solving differential equations.

4. Can a Delta/Heaviside function have a value other than infinity at its single point?

No, the value of a Delta/Heaviside function is always infinity at its single point. However, it is possible to scale the function to have a different magnitude or to shift its location on the x-axis.

5. Are there any practical applications of Delta/Heaviside functions?

Yes, Delta/Heaviside functions have many practical applications in various fields such as physics, engineering, and signal processing. They are used to model phenomena such as impulse forces, step functions, and Dirac delta distributions.

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