为了提高光伏发电功率预测精度,根据不同天气类型下光伏输出功率特点,确定光伏发电功率预测模型的输入量。针对狼群算法(wolf pack algorithm,WPA)缺陷,对狼群游走位置和奔袭步长进行改进,得到改进狼群算法(improved wolf pack algorith...为了提高光伏发电功率预测精度,根据不同天气类型下光伏输出功率特点,确定光伏发电功率预测模型的输入量。针对狼群算法(wolf pack algorithm,WPA)缺陷,对狼群游走位置和奔袭步长进行改进,得到改进狼群算法(improved wolf pack algorithm,IWPA),并通过IWPA对最小二乘支持向量机(least squares support vector machine,lSSVM)进行优化,建立了考虑天气类型和相似日的IWPA-LSSVM光伏发电功率预测模型。采用不同天气类型下的光伏发电功率数据进行仿真,结果表明:无论是晴天、多云还是阴雨天气,所提方法预测精度更高,回归拟合时的误差波动更小。展开更多
The efficient Market Hypothesis divided the stock market into three parts: weak-form efficiency, semi-strong-form efficiency, and strong-form efficiency. There are so many scholars have conducted researches on whethe...The efficient Market Hypothesis divided the stock market into three parts: weak-form efficiency, semi-strong-form efficiency, and strong-form efficiency. There are so many scholars have conducted researches on whether China' s stock market has reached weak-form efficiency. The author of this literature review summaries the results of these researches and makes a systematic induction. This article attempts to show the achievements of these researches and ~ive readers new ideas about how to improve China' s stock market efficiency.展开更多
文摘为了提高光伏发电功率预测精度,根据不同天气类型下光伏输出功率特点,确定光伏发电功率预测模型的输入量。针对狼群算法(wolf pack algorithm,WPA)缺陷,对狼群游走位置和奔袭步长进行改进,得到改进狼群算法(improved wolf pack algorithm,IWPA),并通过IWPA对最小二乘支持向量机(least squares support vector machine,lSSVM)进行优化,建立了考虑天气类型和相似日的IWPA-LSSVM光伏发电功率预测模型。采用不同天气类型下的光伏发电功率数据进行仿真,结果表明:无论是晴天、多云还是阴雨天气,所提方法预测精度更高,回归拟合时的误差波动更小。
文摘The efficient Market Hypothesis divided the stock market into three parts: weak-form efficiency, semi-strong-form efficiency, and strong-form efficiency. There are so many scholars have conducted researches on whether China' s stock market has reached weak-form efficiency. The author of this literature review summaries the results of these researches and makes a systematic induction. This article attempts to show the achievements of these researches and ~ive readers new ideas about how to improve China' s stock market efficiency.