“…For instance, analog IC designers can use circuit simulators like SPICE (simulation program with IC emphasis) to evaluate electrical characteristics [1,2], which can be improved when the sizes of the MOS transistors are varied, and this process can be performed within an optimization algorithm. Some examples of optimization are-maximizing slew rate in CMOS amplifiers [3], minimizing power, noise [4,5], voltage [6], layout area [7][8][9], and so on. Therefore, as one can infer, due to the many target specifications, the many design variables and constraints, and the sparse ranges of the search spaces of every performance of an IC, then analog design automation tools are required to optimize CMOS ICs.…”