|
|||||
|
|
| 基于免疫原理的多模态函数优化算法 | |
| 引用本文： | 徐雪松,诸静. 基于免疫原理的多模态函数优化算法[J]. 南京理工大学学报(自然科学版), 2005, 29(1): 90-93 |
| 作者姓名： | 徐雪松 诸静 |
| 作者单位： | 华东交通大学,电气与电子工程学院,江西,南昌,330013;浙江大学,电气工程学院,浙江,杭州,310027 |
| 基金项目： | 国家自然科学基金(69904009) |
| 摘 要： | 借鉴免疫原理，提出了一种新的多模态函数优化算法。通过构造克隆选择算子，利用抗体单性繁殖和优选进行函数快速局部优化；借助B细胞网络完成各种局部优化结果自组织记忆，有效地实现了全局最优解和局部最优解的快速搜索和保存，证明该算法具有较强的多模态函数优化能力。 |
| 关 键 词： | 免疫原理 多模态函数 优化 |
| 文章编号： | 1005-9830(2005)01-0090-04 |
| 修稿时间： | 2003-05-30 |
Algorithm for Multimodal Function Optimization Based on Immune Mechanism |
|
| XU Xue-song,ZHU Jing. Algorithm for Multimodal Function Optimization Based on Immune Mechanism[J]. Journal of Nanjing University of Science and Technology(Nature Science), 2005, 29(1): 90-93 | |
| Authors: | XU Xue-song ZHU Jing |
| Affiliation: | XU Xue-song1,ZHU Jing2 |
| Abstract: | Referring to immune mechanism, a new algorithm for multi-modal function optimization is presented. Through forming and applying clone and selection operator, high local optimization speed is acquired by cloning and selecting the better antibodies; B cell network is formed to perform the function of self organizing and memory of all the local optimization. The testing results of the typical multi-modal function optimization show the global and local optimization of multi-modal function can be obtained and maintained by this algorithm and that has excellent optimization performance. |
| Keywords: | immune mechanism multi-modal function optimization |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |