Machine learning model

I have a time series of returns made each day from 2016 till date. The returns are with 1 multiplier. I want to increase the multiplier to 6. It can range from 1 to 6 on any given day. How can we make a logic which decides what a particular multiplier should be so as to give max cumulative returns