Now that we've discussed all the different factors that cause the profitability of algorithmic trading strategies to decay over time, or because of changes in market participants' behavior or market conditions, in this section we will go over possible approaches and solutions to handling these conditions and maintaining the long-term profitability of algorithmic trading strategies.