Before revision:  Interaction between price impact and price dynamics can be modeled as a dynamic optimization problem with price impact as a linear function of the self-exciting dynamic process.
After revision:  Interaction between price impact and price dynamics can be modeled as a dynamic optimization problem with price impact as a linear function of a self-exciting dynamic process.