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计算机工程 ›› 2012, Vol. 38 ›› Issue (7): 136-138. doi: 10.3969/j.issn.1000-3428.2012.07.045

• 人工智能及识别技术 • 上一篇    下一篇

一种变分优化问题的近似解法

高雷阜,齐 微   

  1. (辽宁工程技术大学理学院数学与系统科学研究所,辽宁 阜新 123000)
  • 收稿日期:2011-08-08 出版日期:2012-04-05 发布日期:2012-04-05
  • 作者简介:高雷阜(1963-),男,教授、博士生导师,主研方向:最优化理论,供应链网络优化;齐 微,硕士研究生

Approximate Solution of Variational Optimization Problem

GAO Lei-fu, QI Wei   

  1. (Institute of Mathematics and Systems Science, College of Science, Liaoning Technical University, Fuxin 123000, China)
  • Received:2011-08-08 Online:2012-04-05 Published:2012-04-05

摘要: 针对传统变分法求解困难的问题,提出一种变分优化问题的近似解法。根据最小二乘近似解法的简便性与粒子群优化算法参数少的特性,在最小二乘近似解法的求解过程中引入粒子群优化算法,并给出求解流程。数值仿真实验结果表明,该算法计算过程简单,优化效果较好。

关键词: 变分法, 最小二乘法, 粒子群优化, 变分优化, 微分方程

Abstract: For the problem of the traditional variational method to solve difficultly, the approximate solution of a variational optimization problem is proposed. Combining the simplicity of least squares approximate solution with the parameters less of the particle swarm optimization algorithm, it introduces the particle swarm optimization algorithm in the process of solving the least squares approximate solution, and gives the solution process. The numerical simulation results show that the algorithm is a simple calculation, and its optimization effect is better.

Key words: variational method, least squares method, Particle Swarm Optimization(PSO), variational optimization, differential equations

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