An Improvement of Stochastic Gradient Descent Approach for Mean-Variance Portfolio Optimization Problem

Table 3

Performance of algorithms.

Algorithm	SGD	Adam	AdaMax	Nadam	AMSGrad	AdamSE
Number of iterations	2265	2242	7208	2243	2273	303