TY - GEN
T1 - Including rigorous numerical bounds in quantum chemistry calculations
T2 - 2008 IEEE 11th International Conference on Computational Science and Engineering, CSE 2008
AU - Janes, Pete P.
AU - Rendell, Alistair P.
PY - 2008/9/22
Y1 - 2008/9/22
N2 - Large scale quantum chemistry calculations often involve evaluating and processing millions of Gaussian integrals. Whereas literature in this field, like other areas of scientific computing, has focused on devising more efficient algorithms for evaluating these integrals, relatively little has been done to fathom the effects numerical errors may have on their accuracy. In this work we present several methods for computing rigorous bounds on the incomplete gamma function, known in this context as Fm(T), which is a core quantity used in Gaussian integral evaluation. Based on a computational paradigm called interval arithmetic, these bounds are guaranteed to contain the true numerical result of Fm(T), notwithstanding the presence of rounding and truncation errors. Experimental results are analysed to determine the best numerical approaches for ensuring that the bounds are not only rigorous, but also sufficiently precise. A worst-case error analysis of existing numerical techniques is also presented as a consequence of this work.
AB - Large scale quantum chemistry calculations often involve evaluating and processing millions of Gaussian integrals. Whereas literature in this field, like other areas of scientific computing, has focused on devising more efficient algorithms for evaluating these integrals, relatively little has been done to fathom the effects numerical errors may have on their accuracy. In this work we present several methods for computing rigorous bounds on the incomplete gamma function, known in this context as Fm(T), which is a core quantity used in Gaussian integral evaluation. Based on a computational paradigm called interval arithmetic, these bounds are guaranteed to contain the true numerical result of Fm(T), notwithstanding the presence of rounding and truncation errors. Experimental results are analysed to determine the best numerical approaches for ensuring that the bounds are not only rigorous, but also sufficiently precise. A worst-case error analysis of existing numerical techniques is also presented as a consequence of this work.
KW - interval arithmetic
KW - Error analysis
KW - Chemistry
UR - http://www.scopus.com/inward/record.url?scp=51849086328&partnerID=8YFLogxK
UR - http://purl.org/au-research/grants/ARC/DP0558228
U2 - 10.1109/CSE.2008.14
DO - 10.1109/CSE.2008.14
M3 - Conference contribution
AN - SCOPUS:51849086328
SN - 9780769531939
T3 - Proceedings - 2008 IEEE 11th International Conference on Computational Science and Engineering, CSE 2008
SP - 75
EP - 82
BT - Proceedings - 2008 IEEE 11th International Conference on Computational Science and Engineering, CSE 2008
Y2 - 16 July 2008 through 18 July 2008
ER -