JOURNAL ARTICLE

Orbital minimization with localization

Weiguo GaoE Weinan

Year: 2008 Journal:   Discrete and Continuous Dynamical Systems Vol: 23 (1/2)Pages: 249-264   Publisher: American Institute of Mathematical Sciences

Abstract

Orbital minimization is among the most promising linear scalingalgorithms for electronic structure calculation. However, to achievelinear scaling, one has to truncate the support of the orbitals and thisintroduces many problems, the most important of which is theoccurrence of numerous local minima. In this paper, we introduce a simplemodification of the orbital minimization method, by adding a localizationstep into the algorithm. This localization step selects the most localizedrepresentation of the subspace spanned by the orbitals obtained during theintermediate stages of the iteration process.We show that the addition of the localization step substantially reduces thechances that the iterations get trapped at local minima.

Keywords:
Maxima and minima Minification Subspace topology Atomic orbital Scaling Computer science Linear scale Molecular orbital Algorithm Physics Mathematics Mathematical optimization Quantum mechanics Mathematical analysis Geometry Artificial intelligence Molecule

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Citation History

Topics

Machine Learning in Materials Science
Physical Sciences →  Materials Science →  Materials Chemistry
Surface and Thin Film Phenomena
Physical Sciences →  Physics and Astronomy →  Atomic and Molecular Physics, and Optics
Electron and X-Ray Spectroscopy Techniques
Physical Sciences →  Materials Science →  Surfaces, Coatings and Films

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