Research Article

An Improved Adam Optimization Algorithm Combining Adaptive Coefficients and Composite Gradients Based on Randomized Block Coordinate Descent

Algorithm 2

: Randomized block coordinate descent (RBC).
Input: ( is a N-dimensional set of real numbers)
Output:
(1)  Initialize parameters
(2)  For t = 1 to T do
(3)     t = t + 1
(4)     Select coordinates evenly and randomly
(5)     Update where are Lipschitz constants
(6)End For