In this work, we investigate the ill-conditioned problem of a separable, nonlinear least squares model by using variable projection method. Based on truncated singular value decomposition method and Tikhonov regularization method, propose an improved which neither discards small values, nor treats all corrections. By fitting Mackey–Glass time series in exponential model, compare three methods, ...