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![Trading strategy based on the improved Doji candlestick pattern recognition indicator](https://c.mql5.com/2/53/doji_candlestick_pattern_avatar.png)
The metabar-based indicator detected more candles than the conventional one. Let's check if this provides real benefit in the automated trading.
![Improved candlestick pattern recognition illustrated by the example of Doji](https://c.mql5.com/2/44/doji.png)
How to find more candlestick patterns than usual? Behind the simplicity of candlestick patterns, there is also a serious drawback, which can be eliminated by using the significantly increased capabilities of modern trading automation tools.
![Neural Networks Cheap and Cheerful - Link NeuroPro with MetaTrader 5](https://c.mql5.com/2/12/NeuroPro_MetaTrader4_neural_net.png)
If specific neural network programs for trading seem expensive and complex or, on the contrary, too simple, try NeuroPro. It is free and contains the optimal set of functionalities for amateurs. This article will tell you how to use it in conjunction with MetaTrader 5.
![3 Methods of Indicators Acceleration by the Example of the Linear Regression](https://c.mql5.com/2/0/Indirocket.png)
The article deals with the methods of indicators computational algorithms optimization. Everyone will find a method that suits his/her needs best. Three methods are described here.One of them is quite simple, the next one requires solid knowledge of Math and the last one requires some wit. Indicators or MetaTrader5 terminal design features are used to realize most of the described methods. The methods are quite universal and can be used not only for acceleration of the linear regression calculation, but also for many other indicators.
![Decreasing Memory Consumption by Auxiliary Indicators](https://c.mql5.com/2/0/MQL5_indicator_memory_optimization.png)
If an indicator uses values of many other indicators for its calculations, it consumes a lot of memory. The article describes several methods of decreasing the memory consumption when using auxiliary indicators. Saved memory allows increasing the number of simultaneously used currency pairs, indicators and strategies in the client terminal. It increases the reliability of trade portfolio. Such a simple care about technical resources of your computer can turn into money resources at your deposit.
![Connecting NeuroSolutions Neuronets](https://c.mql5.com/2/0/neural_DLL.png)
In addition to creation of neuronets, the NeuroSolutions software suite allows exporting them as DLLs. This article describes the process of creating a neuronet, generating a DLL and connecting it to an Expert Advisor for trading in MetaTrader 5.
![Parallel Calculations in MetaTrader 5](https://c.mql5.com/2/0/parallel.png)
Time has been a great value throughout the history of mankind, and we strive not to waste it unnecessarily. This article will tell you how to accelerate the work of your Expert Advisor if your computer has a multi-core processor. Moreover, the implementation of the proposed method does not require the knowledge of any other languages besides MQL5.