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Phys. Rev. E 69, 057701 (2004) [4 pages]

Random phase vector for calculating the trace of a large matrix

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Toshiaki Iitaka* and Toshikazu Ebisuzaki
Ebisuzaki Computational Astrophysics Laboratory, RIKEN (The Institute of Physical and Chemical Research), 2-1 Hirosawa, Wako, Saitama 351-0198, Japan

Received 4 January 2004; published 25 May 2004

We derive an estimate of the statistical error in calculating the trace of a large matrix by using random vectors, and show that the random phase vector gives the results with the smallest statistical error for a given basis set. This result supports use of random phase vectors in the calculation of density of states and linear response functions of large quantum systems.

© 2004 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.69.057701
DOI:
10.1103/PhysRevE.69.057701
PACS:
02.60.Dc, 05.10.−a, 05.30.−d

*Electronic address: tiitaka@riken.jp; URL:http:∕∕www.iitaka.org∕