节点文献
基于DSP遗传算法的研究与实现
The Research and Implement of Genetic Algorithm on DSP
【摘要】 针对基本遗传算法在处理复杂函数时,容易出现陷入局部最优和收敛速度慢等问题,提出自适应遗传算法和禁忌搜索相结合的策略,增强了遗传算法的全局搜索能力,提高收敛速度,并结合DSP的优点,使本算法的优势得到充分的体现,用复杂函数进行仿真测试,获得较好的结果。
【Abstract】 Considering the appearance of local optimum and slow convergence rate when dealing with complicated functions by the simple genetic algorithm,the author puts forward a strategy with a combination of adaptive genetic algorithm and tabu searching.The strategy strengthens the global searching ability of genetic algorithm,speeds up convergence rate,and demonstrates the advantages of genetic algorithm combined with the advantage of DSP.Moreover,the simulation testing can exhibit a better result by applying complicated functions.
【关键词】 基本遗传算法;
自适应遗传算法;
禁忌搜索;
DSP;
【Key words】 Simple Genetic Algorithm; Adaptive Genetic Algorithm; Tabu Searching; DSP;
【Key words】 Simple Genetic Algorithm; Adaptive Genetic Algorithm; Tabu Searching; DSP;
- 【文献出处】 东莞理工学院学报 ,Journal of Dongguan University of Technology , 编辑部邮箱 ,2009年05期
- 【分类号】TP18
- 【被引频次】4
- 【下载频次】106