Stochastic gradient approximation: An efficient method to optimize many-body wave functions

被引：61

作者：

Harju, A ^{[1
]}

Barbiellini, B ^{[1
]}

Siljamaki, S ^{[1
]}

Nieminen, RM ^{[1
]}

Ortiz, G ^{[1
]}

机构：

[1] UNIV ILLINOIS,DEPT PHYS,URBANA,IL 61801

来源：

PHYSICAL REVIEW LETTERS | 1997年 / 79卷 / 07期

关键词：

D O I：

10.1103/PhysRevLett.79.1173

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

A novel, efficient optimization method for physical problems is presented. The method utilizes the noise inherent in stochastic functions. As an application, an algorithm for the variational optimization of quantum many-body wave functions is derived. The numerical results indicate superior performance when compared to traditional techniques.

引用

页码：1173 / 1177

页数：5

共 18 条

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