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蚂蚁算法在天线结构优化设计中的应用
The Application of Ant Algorithm in Structural Optimization of Antenna
【摘要】 蚂蚁算法是优化领域内,近年来提出来的并得到较大发展的一种新的仿生优化算法,它已被迅速应用到如组合优化、人工智能等多个领域。通过两个典型的天线结构优化问题,采用蚂蚁算法、遗传算法以及模拟退火算法进行了优化并加以比较。结果表明,蚂蚁算法能够成功应用于大型天线结构优化问题,同时蚂蚁算法的优化结果优于遗传算法和模拟退火算法。
【Abstract】 Ant algorithm is a newly developed algorithm. It has been widely applied in combination optimization and artificial intelligence. In this paper, two typical optimization problems are solved by ant algorithm, genetic algorithm and simulated annealing algorithm respectively. The comparisons between these results show that ant algorithm is a satisfying and promising algorithm for structural optimization of antenna.
【关键词】 蚂蚁算法;
天线结构;
优化;
仿生算法;
【Key words】 ant algorithm; antenna structure; optimization; zoomimic algorithm;
【Key words】 ant algorithm; antenna structure; optimization; zoomimic algorithm;
- 【文献出处】 苏州科技学院学报(工程技术版) ,Journal of University of Science and Technology of Suzhou(Engineering and Technology) , 编辑部邮箱 ,2005年01期
- 【分类号】TN820
- 【被引频次】4
- 【下载频次】184