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遗传算法在指数投资组合中的应用
Application of Genetic Algorithm in Index Portfolio Selection
【摘要】 将遗传算法运用于证券指数投资分析,具体解释了染色体、适应值函数在股票投资分析中的实际意义,设计了选择、杂交、变异算子的使用方案,并选用上海证券交易所上证180指数为目标指数进行实证研究。实验结果表明,该算法能够有效地跟踪和模拟180指数。
【Abstract】 This paper introduces a genetic algorithm and its application in index tracking,illustrating the meanings of chromosome,the fitness value parameter in the world of stock market,and designs an application scheme of portfolio selection,crossbreed,and variation operator.With this algorithm,the authors set up an indexed portfolio by employing Shangzheng180 as benchmark index published by Shanghai Stock Exchange.The experiential study shows that the proposed algorithm can be used to optimally track the benchmark index of Shangzheng180.
【关键词】 指数化投资;
遗传算法;
染色体;
适应值函数;
【Key words】 portfolio indexation; genetic algorithm(GA); chromosome; fitness value parameter;
【Key words】 portfolio indexation; genetic algorithm(GA); chromosome; fitness value parameter;
- 【文献出处】 北京航空航天大学学报(社会科学版) ,Journal of Beijing University of Aeronautics and Astronautics(Social Sciences Edition) , 编辑部邮箱 ,2005年04期
- 【分类号】F224
- 【被引频次】10
- 【下载频次】324