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Deep Moving Average MT4

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Demo downloaded: 258

Published: 10 July 2017

Current version: 6.18

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Deep Moving Average MT4

Indicators
Marat Sultanov
Marat Sultanov
Russia

10894
Version: 6.18
Updated: 16 May 2022
Activations: 20

Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task.

What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algorithm could improve the operation of a trend indicator during a flat, but at the same time increase the efficiency during a trend, and fix the signals of a flat indicator during a trend and perfect them during a flat?

Deep is the algorithm that enhances the advantages of an indicator and reduces its disadvantages. This algorithm improves indicator quality as a result of combining neural networks with indicator algorithm.

About the Deep algorithm

The specified task, due to its non-reproducibility and complex regularity, are best soled by non-linear algorithms. Neural networks are a very versatile and powerful tool, which allows to achieve a lot, if the task is set correctly and the solution is formed reasonable. The algorithm is based on this tool.

This algorithm calculates the optimal periods of the moving average, depending on the state of the trend and the flat. The algorithm trains the neural network to predict the optimal moving average for each market condition, so the indicator adapts to the flat and trend, eliminating the shortcomings of the basic algorithm. In the flat condition, the neural network adapts the period of the moving average in the direction of the flat, in the trending condition in the direction of the trend.

The neural network architecture and the heuristic search algorithm were designed specifically for the optimal solution of the task. For convenience, there are Presets of the neural network structure, as well as all the necessary parameters for fine-tuning the neural network.

Advantages

The algorithm has a self-learning system. This is an adaptive system that helps to learn flexibly all the time using a neural network so that the algorithm always keeps up with all market changes.
Graphical control panel. Using the panel directly on the chart, you can flexibly control and manage the learning system.
Parameters for fine-tuning all functions.

more...

Screenshot #1 Deep Moving Average MT4

Screenshot #2 Deep Moving Average MT4

Screenshot #3 Deep Moving Average MT4

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Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task. What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algori

Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task. What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algorit

Tired of adjusting the indicator settings losing precious time? Tired of the uncertainty regarding their efficiency? Afraid of the uncertainty in their profitability? Then the indicator ACI (automatically calibrateable indicator) is designed exactly for you. Launching it, you can easily solve these three issues just performing the simplest action: clicking a single Calibrate button. To achieve the highest efficiency, you should perform another additional action: move the power slider to the maxi

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Tired of adjusting the indicator settings losing precious time? Tired of the uncertainty regarding their efficiency? Afraid of the uncertainty in their profitability? Then the indicator ACI (automatically calibrateable indicator) is designed exactly for you. Launching it, you can easily solve these three issues just performing the simplest action: clicking a single Calibrate button. To achieve the highest efficiency, you should perform another additional action: move the power slider to the maxi

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Indicator-forecaster. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (pattern). The indicator is drawn as a line that shows the result of change of the close price of bars. The depth of history, the number of bars in the forecast, the patter size and the quality of search can be adjusted via the indicator settings. Settings: PATTERN_Accuracy_ - quality of the search.

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The B150 model is a fully revised version of the Historical Memory indicator with an improved search algorithm. It also features a graphical interface what makes working with this tool quick and convenient. Indicator-forecaster. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (patter). The indicator is drawn as a line that shows the result of change of the close price o

Do you want to see the future lines of the ZigZag indicator? This indicator will help you do that because the indicator model is based on two indicators: Historical Memory and ZigZag. So it can forecast the ZigZag lines. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (pattern) to the current one. The indicator is drawn as a line that shows the result of change o

The B150 model is a fully revised version of the Historical Memory indicator with a significantly improved algorithm. It also features a graphical interface what makes working with this perfect tool quick and convenient. Indicator-forecaster. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (patter). The indicator is drawn as a line that shows the result of change of the

Do you want to see the future lines of the ZigZag indicator? This indicator will help you do that because the indicator model is based on two indicators: Historical Memory and ZigZag. So it can forecast the ZigZag lines. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (pattern) to the current one. The indicator is drawn as a line that shows the result of change of the

Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task. What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algorit

This indicator identifies the global trend and has a powerful algorithm for filtering out any type of noise that can interfere with trend direction identification. A special filter shows areas of sideways trend, consolidation or flat, which allows you to avoid any uncertainties in the market movement vision and gives a clear understanding of the global trend movement. This indicator has no analogues and gives it unique advantages in the analysis of price movements and determination of the dire

Do you want to know how an economic event will impact price? What will happen to price after the news? How has an economic news affected price in the past? This indicator can help you with that. Do you like technical analysis? Do you enjoy studying the history to predict the future? But what do you think could be more important than technical analysis, what could improve technical analysis? Of course, it's fundamental analysis! After all, economic events directly impact the market, and therefo

Do you want to know how an economic event will impact price? What will happen to price after the news? How has an economic news affected price in the past? This indicator can help you with that. Do you like technical analysis? Do you enjoy studying the tick history to predict the future? But what do you think could be more important than technical analysis, what could improve technical analysis? Of course, it's fundamental analysis! After all, economic events directly impact the market, and th

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