基于信赖域技巧,给出了求解非线性方程组奇异问题的一个新的修正Levenberg-Marquardt方法.在弱于非奇异条件的局部误差界条件下,证明了该算法的全局收敛性和局部二次收敛性.数据测试结果表明该算法是有效的.
Based on the trust region techniques, a new modified Levenberg-Marquardt method is presented for singular nonlinear equations. The global and local quadratic conver-gence of the algorithm are proved under local error bound condition which is weaker than the condition of nonsingularity. Numerical results indicate the algorithm is effective for the given test functions.