节点文献
GATS混合算法及其收敛性研究
Study on GATS hybrid algorithms and its convergence
【摘要】 通过对遗传算法和 tabu Search算法的优势和不足分析 ,提出一种将二者混合使用的求解优化问题的算法。该算法以遗传算法为基础 ,用遗传算法作全局搜索 ,用 tabu Search算法作局部搜索 ,改进遗传算法的计算结果。最后 ,利用马尔可夫链理论证明了混合算法的全局收敛性 ,并进行了实例研究
【Abstract】 Through deeper contrast and comparison between genetic algorithm and tabu Search, a hybrid optimization algorithm based on a hybrid strategy is suggested. In this algorithm, tabu Search procedure is applied to each individual generated by genetic algorithm in order to improve the results. Finally, we demonstrate the global convergence of this hybrid algorithm by applying the theory of Markov chain.
【基金】 国家教委博士点基金! (1 9990 0 0 4 1 1 )
- 【文献出处】 铁道学报 ,JOURNAL OF THE CHINA RAILWAY SOCIETY , 编辑部邮箱 ,2000年02期
- 【分类号】O241
- 【被引频次】43
- 【下载频次】152