Optimizing Hard Problem Solution

Suppose you have provided the widely recognized optimal solution for a complex algorithm problem. However, the interviewer expects you to further optimize it to make it more efficient. Describe how you would approach finding and implementing potential performance improvements. Example Input n = 10^6, array of random integers Output optimized run time or space usage