This paper addresses the adaptive synchronization of complex dynamical networks with nonlinear dynamics. Based on the Lyapunovmethod,itisshownthatthenetworkcansynchronizetothesynchronousstatebyintroducinglocaladaptivestrategyto thecouplingstrengths.Moreover,itisalsoprovedthattheconvergencespeedofcom