APSA and LMS comparison for System Identification

Comparative_run.m is the main file.
This code calls the three functions - a) apsa.m and b)eff_apsa.m c)lms.m. It calculates the time taken by the functions to execute over different N. It plots the time elapsed with the two functions over different N.

Here The L is fixed as 5. And the system function is predefined. The Plots show that Eff_apsa algorithm if efficient than apsa algorithm. With Increase in N, the difference in computation time also increases