Accelerator Oscillator Perceptron With Reversal Sizing

Summary

This Expert Advisor uses four Accelerator Oscillator readings, sampled at the selected bar shift and three successive seven-bar intervals, as inputs to a weighted perceptron. It multiplies each reading by a weight derived from an optimized parameter, sums the results, and buys when the output is positive or sells when it is negative.

Positions begin with a required stop loss and no take profit. When a position has gained more than the stop distance plus spread, an opposite signal triggers a reversal using a larger position volume. Without an opposite signal, the stop is moved to the entry position’s stop level; the stop also provides an exit when the trade is losing. The document says a chart shows default-parameter results for EURUSD on a 15-minute timeframe over the prior year, but gives no performance statistics or validation details. The weights are intended for genetic-algorithm optimization, so the reported example does not establish robustness or out-of-sample performance.

Key ideas

• The strategy combines four Accelerator Oscillator values separated by seven bars as perceptron inputs.
• Optimized parameters determine input weights, and the sign of the weighted sum selects the trade direction.
• Every initial position requires a stop loss and opens without a take-profit target.
• An opposite signal can reverse a profitable position with larger volume after profit exceeds the stop distance plus spread.
• The document mentions a EURUSD 15-minute chart but supplies no quantitative performance evidence.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.