The topic is actually more involved than what is shown here and it would be a good idea to do further research to gain a better understanding of Bifurcation Theory and Catastrophe Theory, as well as Chaos Theory and Lie Groups. For example, take the following regarding elementary catastrophes: Catastrophe theory analyses degenerate critical points of the potential function — points where not just the first derivative, but one or more higher derivatives of the potential function are also zero. These are called the germs of the catastrophe geometries. When the degenerate points are not merely accidental, but are structurally stable, the degenerate points exist as organizing centers for particular geometric structures of lower degeneracy, with critical features in the parameter space around them. If the potential function depends on two or fewer active variables, and 5 or fewer active parameters, then there are only 11 generic structures for these bifurcation geometries, with corresponding standard forms into which the Taylor series around the catastrophe germs can be transformed.
Part 9 of 9:
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