Issue 2, 2013

Computational complexity in electronic structure

Abstract

In quantum chemistry, the price paid by all known efficient model chemistries is either the truncation of the Hilbert space or uncontrolled approximations. Theoretical computer science suggests that these restrictions are not mere shortcomings of the algorithm designers and programmers but could stem from the inherent difficulty of simulating quantum systems. Extensions of computer science and information processing exploiting quantum mechanics has led to new ways of understanding the ultimate limitations of computational power. Interestingly, this perspective helps us understand widely used model chemistries in a new light. In this article, the fundamentals of computational complexity will be reviewed and motivated from the vantage point of chemistry. Then recent results from the computational complexity literature regarding common model chemistries including Hartree–Fock and density functional theory are discussed.

Graphical abstract: Computational complexity in electronic structure

Article information

Article type
Perspective
Submitted
02 Aug 2012
Accepted
08 Nov 2012
First published
12 Nov 2012

Phys. Chem. Chem. Phys., 2013,15, 397-411

Computational complexity in electronic structure

J. D. Whitfield, P. J. Love and A. Aspuru-Guzik, Phys. Chem. Chem. Phys., 2013, 15, 397 DOI: 10.1039/C2CP42695A

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