Measured in the least squares adjustment of the function model to solve problems, eventually reduced to the problem of linear equations.

This paper presents a study on error processing of map digitized data with nonlinear least squares adjustment which is called damped least squares.

Based on the homotopy idea, an improved homotopy algorithm was proposed in order to search a more efficient algorithm for nonlinear least squares adjustment.