独立成分分析算法降低原始数据噪声，具有丰富的参数选项,用蒙特卡洛模拟的方法计算美式期权的价格以及基本描述。- Independent component analysis algorithm reduces the raw data noise, It has a wealth of parameter options, Monte Carlo simulation method of calculating the American option price and basic descr iption.