Algorithmic trading is no longer the domain of hedge funds and institutions. Today, trading robots are used by both beginners and professionals. But the market is a dynamic environment: trends shift to sideways movement, volatility rises and falls, and the behavior of major players changes. To remain profitable, a robot must be able to adapt to changing market conditions.