For centuries, Islamic artists used a simple compass and a straightedge to construct Islamic Geometric Patterns (IGP). Hence the basic understanding is that all IGP originate from the regular subdivision of circles and repetition with a grid reference. Since the nature of geometric patterns (star-shaped, rosette patterns, etc.. ) dictates only the final form, the originating guidelines to create this design may vary.
The four-pointed and eight-pointed geometric patterns are two of the simplest patterns that form the basis for many of the IGP (Dabbour, 2012).
Using the “Time chart of the evolution of IGP throughout history” (Abdullahi and Embi, 2013)
It is understood that roughly during the year 836 - at the initial stages of IGP, the emergence of “sporadic geometric shapes” is seen. For example, The great mosque of Kairouan in Tunisia.
Using the principles laid out in both the papers by Dabbour, Abdullahi and Embi; it is possible to recreate the IGP with increasing orders of complexity using parametric tools.