IEEE Transactions on Automatic Control, Vol.56, No.4, 913-917, 2011
A Maximum Principle for Single-Input Boolean Control Networks
Boolean networks have recently been attracting considerable interest as computational models for genetic and cellular networks. We consider a Mayer-type optimal control problem for a single-input Boolean network, and derive a necessary condition for a control to be optimal. This provides an analog of Pontryagin's maximum principle for single-input Boolean networks.
Keywords:Logical functions;necessary condition for optimality;needle variation;semi-tensor product;sum of products representation;systems biology;variational analysis