Title of article :
A minimal norm corrected underdetermined Gauß–Newton procedure
Author/Authors :
Campbell، نويسنده , , Stephen L. and Kunkel، نويسنده , , Peter and Bobinyec، نويسنده , , Karen، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
If a Gauß–Newton iteration is used to solve a system of equations that has a manifold of solutions, then the iteration does not produce the minimal norm solution. The limit of the iteration depends on the starting point. This paper introduces a modified Gauß–Newton method that is designed to keep the nonunique part of the solution small in some sense. The iteration is analyzed. Its behavior is discussed along with two computational examples that include the iterationʼs application to general integration methods for differential algebraic equations.
Keywords :
Least squares solutions , Nonlinear equations , Minimal norm solutions , Modified Gau?–Newton method , Differential algebraic equations
Journal title :
Applied Numerical Mathematics
Journal title :
Applied Numerical Mathematics