Title of article :
Effective condition number for weighted linear least squares problems and applications to the Trefftz method
Author/Authors :
Wei، نويسنده , , Yi-min and Lu، نويسنده , , Tzon-Tzer and Huang، نويسنده , , Hung-Tsai and Li، نويسنده , , Zi-Cai، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
In [27], the effective condition number Cond_eff is developed for the linear least squares problem. In this paper, we extend the effective condition number for weighted linear least squares problem with both full rank and rank-deficient cases. We apply the effective condition number to the collocation Trefftz method (CTM) [29] for Laplaceʹs equation with a crack singularity, to prove that Cond_eff = O ( L ) and Cond = O ( L 1 / 2 ( 2 ) L ) , where L is the number of singular particular solutions used. The Cond grows exponentially as L increases, but Cond_eff is only O ( L ) . The small effective condition number explains well the high accuracy of the TM solution, but the huge Cond cannot.
Keywords :
Weighted linear least squares problem , Collocation Trefftz method , Singularity problem , Effective condition number , Perturbation , Condition number
Journal title :
Engineering Analysis with Boundary Elements
Journal title :
Engineering Analysis with Boundary Elements