August 13th, 2010 | 5 Comments

In Gnuplot it is easy to define a continuous and differentiable function such as `f(x) = x`

, but what to do if we need a function that fulfill non of these conditions?

For example let us consider a step function. Typically a step function is given by

/ 1 if x > a step(x) = -| \ 0 else

In Gnuplot this can be achieved by using the ternary operator:

step(x) = x>a ? 1 : 0

Which is a simple if-else statement and means `step(x)=1 if x>a else step(x)=0`

.

If we plot this function we get Fig. 1.

As you can see this will result in a continuous plot. If we want a discontinuity in the plot, we have to create two separate functions that are only piecewise defined. This can be achieved by using `1/0`

that will result in a undefined value.

f(x) = x<a ? 1 : 1/0 g(x) = x>=a ? 1 : 1/0

Plotting both functions will result in Fig. 2.

The ternary operator can also be used in an iterative way. For example if we want to define a rectangular function that is given by

/ 0 if abs(x) > 0.5 rect(x) = -| 0.5 if abs(x) = 0.5 \ 1 if abs(x) < 0.5

we can use the following statement in Gnuplot to define it:

rect(x) = abs(x)>0.5 ? 0 : abs(x)<0.5 ? 1 : 0.5

In Fig. 3 you can see a plot of this function. To produce the sharp edges of the rectangular function we use a higher number of sampling points (also in Fig. 1 for the step function). In order to plot a function Gnuplot calculates 100 points of the given function and draw a line through them. This can be set to another value with the `set samples <value>`

command.

Very helpful!!!

Thanks ;)

Very helpful indeed, thank you very much!

Very useful! :)

Is it possible to use these discontinuous functions in ‘fit’- I can’t seem to get it work myself.

What is not so easy is to get the range values of the different parts of the step functions, but the actual y values worked well for me.

For example, for step_data.txt try:

Thanks SO much! I have been looking everywhere for a way of plotting a “discontinuous” step function as above. How very nice to find one :-)