On Existence of Hard Limits in Autocatalytic Networks and Their Fundamental Tradeoffs

In this paper, we derive sufficient and necessary conditions for existence of hard limits in interconnected networks of autocatalytic pathways. The existing hard limits are characterized as a lower bound on a performance measure (L2-norm of an output signal). We show that underlying digraph of the network plays an important role in emergence of such hard limits.