Title :
A comparative study of numerical algorithms in calculating eigenpairs of the master equation for protein folding kinetics
Author_Institution :
Dept. of Comput. Nanoelectron., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
In this paper, we apply different eigenvalue algorithms to calculate some larger nonpositive eigenvalues and their corresponding eigenvectors of the matrix A coming from the master equation for a protein folding problem. In terms of the accuracy, stability, and robustness, different algorithms, such as power method, implicitly restarted Arnoldi method, Jacobi-Davidson method, and QR algorithm are compared with respect to different problem size.
Keywords :
Jacobian matrices; eigenvalues and eigenfunctions; proteins; Arnoldi method; Jacobi-Davidson method; QR algorithm; eigenpairs; eigenvalue algorithms; eigenvectors; nonpositive eigenvalues; numerical algorithms; protein folding kinetics; Eigenvalues and eigenfunctions; Jacobian matrices; Proteins;
Conference_Titel :
Computational Electronics, 2004. IWCE-10 2004. Abstracts. 10th International Workshop on
Conference_Location :
West Lafayette, IN, USA
Print_ISBN :
0-7803-8649-3
DOI :
10.1109/IWCE.2004.1407397