Distributed continuous-time algorithm for solving linear complementarity problems with exponential convergence

摘要

Distributed linear complementarity problems are important with many applications. A continuous-time nonsmooth algorithm is proposed in a distributed manner to solve the problem with positive definite matrices. Then existence and uniqueness of the solution to the proposed algorithm are analyzed and its exponential convergence is achieved. Moreover, simulations are also given for illustration.