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| 约束最优化问题的一种进化规划方法 | |
| 引用本文： | 余庆梅,曲蔚,石莹.约束最优化问题的一种进化规划方法[J].黑龙江大学自然科学学报,2003,20(3):76-80. |
| 作者姓名： | 余庆梅 曲蔚 石莹 |
| 作者单位： | 1. 黑龙江省科技职工大学,黑龙江,哈尔滨,150001 2. 黑龙江省计算机中心,信息技术研究室,黑龙江,哈尔滨,150036 3. 黑龙江大学电子工程学院,黑龙江,哈尔滨,150080 |
| 摘 要： | 用进化规划对约束最优化问题提出了一种新的惩罚函数方法,该方法含有一个自适应惩罚参数校正方法,可以随个体的总数变化进行调整,它可以很快地脱离局部最优解而收敛于全局最优解.算法中只有很少的几个参数需要校正,故其比较简单且计算便捷.给出的仿真例子表明算法具有很好的收敛速度和很高的精确性. |
| 关 键 词： | 惩罚函数 约束最优化问题 进化规划 |
Constrained optimization with evolutionary programming |
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| Abstract.Constrained optimization with evolutionary programming[J].Journal of Natural Science of Heilongjiang University,2003,20(3):76-80. | |
| Authors: | Abstract |
| Abstract: | A novel penalty function method for constrained optimization problems using evolutionary programming is proposed. This method incorporates an adaptive penalty parameter -tuning algorithm that adjusts according to the landscape of population of individuals. It allows fast escape from local optima and fast convergence towards global optima. It is simple and computationally effective in the sense that only few penalty parameters are needed for tuning. Simulation results are presented to show that the proposed method performs well in terms of convergence speed and accuracy. |
| Keywords: | penalty function constrained optimization problem evolutionary programming |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |