AbstractPersistent patterns of interactions in a multi-component system (e.g., intra- and inter-species relations in a community of n interacting species) may imply a number of formalizations as special, stronger-than-Lyapunov, notions of matrix stability, like D-stability, qualitative stability, Volterra–Lyapunov stability, and others. A variety of these notions, each having a certain motivation with regard to uncertainties inherent in model applications, constitute a hierarchical topology, sometimes very intricate and not yet well-understood, in a formal space of real n×n-matrices. As visible forms of this hierarchy, Matrix Flowers are suggested where ‘petals’ correspond to subsets of particular stability kinds, whose visible inclusion/in...