GRADIENTE LINEAR FOREX_noSourceCode is an automated trading robot designed for the EURUSD currency pair on the H1 timeframe. It applies a linear gradient approach, leveraging concepts from calculus and linear algebra to identify optimal trading opportunities based on volatility within a defined range. The algorithm continuously monitors price movements using multiple filters and adapts pending orders according to current market volatility. It incorporates machine learning to evolve with market conditions, adjusting stop-loss and target levels dynamically to manage risk.

The robot supports a hybrid trading style combining scalping and swing trading, with adjustable order quantities ranging from 2 to 30 to fit different investor profiles. Expected performance metrics include a variable average monthly income between 2% and 10%, a controlled maximum drawdown of 10% (adjustable), and a win rate exceeding 45%. Trading operates fully automatically during user-selected active times. The system is optimized for non-trending market phases, particularly during accumulation and distribution periods, to maximize effectiveness. Live statistics are updated weekly, supported by a five-year backtest sample.