Quasi-Newton methods for nonlinear least squares focusing on curvatures
1999 (English)In: Bit, Vol. 39, no 2, 228-254 p.Article in journal (Refereed) Published
A new quasi-New ton method for nonlinear least squares problems is proposed. Tno advantages of the method are accomplished by utilizing special geometrical properties in the problem class. First, fast convergence is established fur a well-conditioned problems by interpolating both the current and the previous step, in each iteration. Second, high accuracy is achieved for certain difficult problems, sue-h as ill-conditioned problems and problems a;with large curvatures in the tangent sl,space. Numerical results for artificial problems and standard test problems are presented and discussed. AMS subject classification: 65F20.
Place, publisher, year, edition, pages
1999. Vol. 39, no 2, 228-254 p.
IdentifiersURN: urn:nbn:se:umu:diva-21926ISBN: 0006-3835OAI: oai:DiVA.org:umu-21926DiVA: diva2:212181