Recently, multi-trace impedance inversion has attracted great interest in seismic exploration because it improves the horizontal continuity and fidelity of results by exploiting lateral structure information strata. However, computational inefficiency affects its practical application. Furthermore, terms vertical constraints on model parameters, only considers smooth features while ignoring sha...