The problem of removal of distortion caused by nonlinearities is investigated in light of a known technique of equalization. This inline, open loop, procedure, involving a contraction mapping, is well suited to compensating systems whose inputs are inaccessible. The present contribution is to add an adaptive capability to the scheme, extending its applicability to systems whose nonlinear parameters are unknown or drifting. Results of computer simulations are presented.