The "SaulusStrategiaOtimizeHyperOpt" strategy is designed for backtesting trading strategies on a website. Here's a brief description of what the strategy does:
It uses the Relative Strength Index (RSI), Simple Moving Average (SMA), and Exponential Moving Average (EMA) indicators to make trading decisions. The strategy sets a minimal return on investment (ROI) table, specifying the expected ROI at different time intervals.
It defines a stop loss level to limit potential losses.
The strategy operates on 5-minute timeframes.
Before generating valid signals, the strategy requires a startup candle count of 20. The strategy populates indicators such as RSI, SMA, and EMA on the input dataframe. The buy trend is determined when the RSI is below 30, the SMA20 is greater than or equal to SMA80, and the SMA20 is less than the EMA5. The sell trend is determined when the RSI is above 50, the SMA20 is less than or equal to SMA80, and the SMA20 is greater than the EMA5. Overall, the strategy aims to identify potential buying opportunities when certain conditions are met and to sell when other conditions are satisfied. It relies on technical indicators and predefined thresholds to generate trading signals.