Hp. Chang et Tp. Huang, THE AUTO-ADJUSTABLE DAMPING METHOD FOR SOLVING NONLINEAR EQUATIONS, Applied mathematics and mechanics, 19(2), 1998, pp. 163-168
The general approach for solving the nonlinear equations is linearizin
g the equations and forming various iterative procedures, then executi
ng the numerical simulation. For the strongly nonlinear problems, the
solution obtained in the iterative process is always difficult, even d
ivergent due to the numerical instability. It can not fulfill the engi
neering requirements. Newton's method and its variants can not settle
this problem. As a result, the application of numerical simulation for
the strongly nonlinear problems is limited. An auto-adjustable dampin
g method has been presented in this paper. This is a further improveme
nt of Newton's method with damping factor. A set of vector of damping
factor is introduced. This set of vector can be adjusted continuously
during the iterative process in accordance with the judgement and adju
stment. An effective convergence coefficient and quichening coefficien
t are employed to relax the restricted requirements for the initial va
lues and to shorten the iterative process. Then, the numerical stabili
ty will be ensured for the solution of complicated strongly nonlinear
equations. Using this method, some complicated strongly nonlinear heat
transfer problems in airplanes and aeroengines have been numerically
simulated successfully. It can be used for the numerical simulation of
strongly nonlinear problems in engineering such as nonlinear hydrodyn
amics and aerodynamics, heat transfer and structural dynamic response
etc.