The Smart Neurons Pro Expert Advisor is based on the neural network approach. It can trade on any currency pair. Working efficiency of the network is achieved through the unique neuron transfer function and a special algorithm for input data preparation employed.
Stop Loss value is calculated automatically, you only need to set the acceptable trade risk expressed as percentage.
The screenshots demonstrate testing results for EURJPY on H1. The optimization period: 10 years (2002.06.22 — 2012.06.22), forward testing period: 1 year (2012.06.22 — 2013.06.22).
The Expert Advisor can be optimized using open prices only. Recommended timeframe is H1.
To optimize it, set Moving Average parameter to size, Volatility parameter to thirteen and Risk parameter to 1.
The weight coefficients W_1_1 — W_4_20 are set as integer numbers. The optimization range is from ‑100 to 100.
Use the “Custom max” optimization criterion. Set the optimization period to 10 years, and the forward period to 1 year.
Once the optimization is over, select the parameters with the maximum value in the “Result” column (on the “Optimization” tab). Run a single in “Every tick” mode.
If the number of deals during the backtest is less than 930 for 10 years, decrease Volatility value.
If you are satisfied with the forward test results, then the obtained parameters can be used for trading. Otherwise re-optimize the EA with increased Volatility value of increased Moving Average value.
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