What is a step function?¶
A step function, also known as a staircase function, is a piecewise constant function. In layman’s terms this means if we were to draw a step function, we would draw a sequence of horizontal lines which don’t overlap:
In the left plot the step function is composed of left-closed right-open intervals, and in the right plot the step function is composed of left-open right-closed intervals.
To help clarify the characteristics of a step function we show two plots below which do not contain step functions. The chart on the left shows a function which is not piecewise-constant while the chart on the right shows a relation that fails to be a function.
So, can staircase represent any step function? Not quite. Currently the following restrictions apply:
the intervals comprising a step function must have non-zero length and either be all left-closed right-open, or right-open left-closed.
there cannot be an infinite number of intervals