Abstract
We consider a class of Nash games with nonconvex coupling constraints
where we leverage the theory of tangent cones to define a novel notion
of local equilibrium: Clarke’s local generalized Nash equilibrium
(CL-GNE).
Our first technical contribution is to show the stability of these
equilibria on a specific local subset of the original feasible set.
As a second contribution, we show that the proposed notion of local
equilibrium can be equivalently formulated as the solution of a
quasi-variational inequality, remarkably, with equal Lagrange
multipliers.
Next, we define conditions for the existence and uniqueness of the
CL-GNE.
To compute such an equilibrium, we propose two discrete-time distributed
dynamics, or fixed-point iterations.
Our third technical contribution is to prove convergence under
(strongly) monotone assumptions on the pseudo-gradient mapping of the
game.
Finally, we apply our theoretical results to a competitive version of
the optimal power flow control problem.
Paper submitted for publication in IEEE Transactions on Automatic
Control –
http://ieeecss.org/publication/transactions-automatic-control