| 基于多目标遗传算法的光学薄膜优化设计 |
| |
| 引用本文： | 王培霞,贾育秦.基于多目标遗传算法的光学薄膜优化设计[J].激光与光电子学进展,2011(7). |
| |
| 作者姓名： | 王培霞 贾育秦 |
| |
| 作者单位： | 太原科技大学物理系;太原科技大学机电学院; |
| |
| 基金项目： | 山西省自然科学基金(2008011027-1)资助课题 |
| |
| 摘 要： | 目前光学薄膜设计大多为单目标寻优设计,难以满足一些复杂光学薄膜的需求。构建出光学薄膜的多目标优化膜系,设计一种新型、高效的多目标遗传算法(DMOGA)用于模型的求解。该算法使用基于支配关系的选择策略、基于动态聚集距离削减非支配解集规模、动态调整算法运行参数等策略使得DMOGA不仅容易实现,而且能得到较好分布性和逼近性的解。将DMOGA应用于光学薄膜的优化设计实例中,取得良好的效果,表明了多目标优化在光学薄膜设计中的有效性以及应用前景。
|
| 关 键 词： | 薄膜 优化设计 多目标 遗传算法 |
Optical Thin Film Design Based on Multi-Objective Genetic Algorithm |
| |
| Wang Peixia Jia Yuqin Depart ment of Physics,Taiyuan University of Science , Technology,Taiyuan,Shanxi ,China College of Mechanical Electronic Engineering,China.Optical Thin Film Design Based on Multi-Objective Genetic Algorithm[J].Laser & Optoelectronics Progress,2011(7). |
| |
| Authors: | Wang Peixia Jia Yuqin Depart ment of Physics Taiyuan University of Science Technology Taiyuan Shanxi China College of Mechanical Electronic Engineering China |
| |
| Affiliation: | Wang Peixia1 Jia Yuqin2 1Depart ment of Physics,Taiyuan University of Science and Technology,Taiyuan,Shanxi 030024,China 2College of Mechanical Electronic Engineering,China |
| |
| Abstract: | At present,nearly all optimization methods used for optical thin film design can seek only one object,which is difficult to meet the complex needs of optical thin films.So,the multi-objective optimization model of optical thin film and a new multi-objective genetic algorithm(DMOGA) are proposed.In DMOGA,a method based on non-dominated relationship is used in choosing operator.Solution with qualified distributivity and approximation by shrink of the population of non-dominated set is achieved based on dynami... |
| |
| Keywords: | thin films optimization multi-objective genetic algorithm |
| 本文献已被 CNKI 等数据库收录！ |
|
