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The Expert Advisor receives signals from an artificial neural network that uses the RSI indicator. Trades are closed by the opposite signals. Presence of a signal is checked at the closing of the bar. The EA also has the following functions:
- changing a position volume in proportion to the change in balance (function for the tester);
- transfer of unprofitable trades into breakeven;
Parameters
- Start with lot – initial position volume increased in proportion to the balance change;
- Lotsize by balance – increase the lot size in proportion to the change in balance (yes/no). Use only in the tester;
- Timeframe – chart timeframe, presence of a signal is checked at closure of a bar with the specified period;
- a1 … a8 – inputs for the neural network, values from 0 to 100;
- a9 – strength of the neural network signal, in % (values from 20 to 80). The higher the value, the less the trades;
- a10 – averaging period of the RSI indicator;
- Close losses – close losing trades (yes/no). If “no”, a take profit of the previous losing trade is moved to a trade open level (breakeven) when an opposite signal appears. If the previous trade is profitable, it is closed;
- …maximum deals with losses – maximum allowed number of floating losing trades. Trades are opened by opposite signals till the limit is reached;
- Slippage (in pips) – allowed slippage when opening a trade;
- Magic number – magic number of trades.
Training and testing
The neural network has been trained (selection of parameters а1 … а9) on EURUSD from 1 September to 1 November, 2016, every tick, М30, allowing closure of losing trades.
Backtested on the same interval, but losing trades were moved to breakeven (see. screenshot).
