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Index fund portfolio selection by using GA

机译:利用GA选择指数基金的投资组合

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It is well known that an index fund portfolio is useful for the risk hedge of investment. The portfolio consists of M-company (called brand) stocks and its price as a function of time traces the stock price index in the market. From a practical viewpoint, it is desired that M-company is smaller and the correlation between the portfolio price and stock price index, included in the portfolio is higher. The correlation is called the contribution rate. Suppose that there are some portfolios where the contribution rate is greater than a fixed level. We then select the portfolio that minimizes its own risk in the portfolio. The main purpose of the paper is to find such a portfolio by using a genetic algorithm (GA). We present some numerical examples that demonstrate the usefulness of GA. We show that GA works well for finding such portfolios.
机译:众所周知,指数基金投资组合可用于投资的风险对冲。投资组合由M公司(称为品牌)股票组成,其价格随时间的变化可追溯市场中的股票价格指数。从实践的角度来看,希望M​​公司更小,投资组合价格和包含在投资组合中的股票价格指数之间的相关性更高。该相关性称为贡献率。假设有些投资组合的贡献率大于固定水平。然后,我们选择在投资组合中将自身风险降至最低的投资组合。本文的主要目的是通过使用遗传算法(GA)找到这样的投资组合。我们提供了一些数值示例来证明GA的有用性。我们表明,通用航空可很好地找到此类投资组合。

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