| 一种求解饲料配方问题的蚁群优化算法 |
| |
| 引用本文： | 冯剑,岳琪.一种求解饲料配方问题的蚁群优化算法[J].东北农业大学学报,2010,41(3). |
| |
| 作者姓名： | 冯剑 岳琪 |
| |
| 作者单位： | 1. 东北林业大学信息学院,哈尔滨,150040;哈尔滨商业大学计算机学院,哈尔滨,150076
2. 东北林业大学信息学院,哈尔滨,150040 |
| |
| 基金项目： | 引进国际先进农业科学技术(948)项目(2005-4-63);;黑龙江省自然科学基金资助(C0105);;哈尔滨商业大学青年骨干教师科研创新项目资助 |
| |
| 摘 要： | 文章分析了饲料配方问题现有的求解策略,在常规蚁群系统基础上,给出了蚂蚁在连续空间寻优时的多种具体移动策略,提出了一种用于求解约束化问题的自适应移动策略连续空间蚁群算法,通过设定的收敛因子,来自动调节蚂蚁的移动策略,加快了收敛的速度,同时也避免了早熟的产生。结果表明,该算法在求解饲料配方问题上具有更强的求解能力。
|
| 关 键 词： | 蚁群算法 连续空间优化 自适应移动策略 饲料配方 |
Ant colony optimization algorithm of solving feed formula |
| |
| FENG Jian,YUE Qi.Ant colony optimization algorithm of solving feed formula[J].Journal of Northeast Agricultural University,2010,41(3). |
| |
| Authors: | FENG Jian YUE Qi |
| |
| Institution: | 1.School of Information;Northeast Forestry University;Harbin 150040;China;2.Computer College;Harbin University of Commerce;Harbin 150076;China |
| |
| Abstract: | Solution strategy of feed formula was analyzed.Based on general ant colony system,multifarious migration strategy was proposed in this side of continuous space optimization,and a kind of adaptive migration strategy ant colony algorithm of continuous space optimization was proposed,used in solving problems of constrained optimization.Convergence factor not only could condition migration strategy of ants automatically and speed convergence,but also avoid premature convergence.The results showed that this algo... |
| |
| Keywords: | ant colony algorithm continuous space optimization adaptive migration strategy feed formula |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
