Based on biconjugate gradient method, we redefine inner products using general variation principle, which can make complex linear equations solving have high-performance.

Linear equations of sparse matrix are solved by Biconjugate Gradients Stabilized Method and nonlinear algebraic equations are solved by parameter-regulated iterative procedures.