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求解非线性方程组的BFGS差分进化算法

刘利斌 欧阳艾嘉 许卫明 李肯立

计算机工程与应用2011,Vol.47Issue(33):55-58,4.
计算机工程与应用2011,Vol.47Issue(33):55-58,4.DOI:10.3778/j.issn.1002-8331.2011.33.016

求解非线性方程组的BFGS差分进化算法

BFGS-based differential evolution for solving systems of nonlinear functions

刘利斌 1欧阳艾嘉 2许卫明 3李肯立2

作者信息

  • 1. 池州学院数学与计算机科学系,安徽池州247000
  • 2. 湖南大学信息科学与工程学院,长沙410082
  • 3. 嘉兴学院数理与信息工程学院,浙江嘉兴314001
  • 折叠

摘要

Abstract

BFGS-Based Differential Evolution algorithm(BDE),which combines the advantages of the methods of BFGS and Differential Evolution(DE),is put forward to solve systems of nonlinear functions for the shortcoming of DE is slow convergence and not strong stability of the late evolution.The experiment results show that the proposed approach has the advantages of robustness, higher precision and faster speed and higher success rate in the convergence by the test of five systems of nonlinear functions and an engineering example.It is a good algorithm for solving systems of nonlinear functions.

关键词

非线性方程组/BFGS算法/差分进化算法

Key words

systems of nonlinear functions/BFGS algorithm differential evolution

分类

信息技术与安全科学

引用本文复制引用

刘利斌,欧阳艾嘉,许卫明,李肯立..求解非线性方程组的BFGS差分进化算法[J].计算机工程与应用,2011,47(33):55-58,4.

基金项目

国家自然科学基金重大研究计划(the Major Research Plan of National Natural Science Fund of China under Grant No.90715029) (the Major Research Plan of National Natural Science Fund of China under Grant No.90715029)

国家自然科学基金(No.60603053). (No.60603053)

计算机工程与应用

OACSCDCSTPCD

1002-8331

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