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Forex GPT MA

This advisor independently creates a neural network and is trained during operation or when launched in the strategy tester; the network is created from the average price values (based on the Moving Average indicator).

See my profile for my other products.

The advisor does not use third-party libraries, does not connect anything, all calculations occur inside the advisor, with the ability to save neural network data and all its parameters when training, restarting or transferring to another terminal using files created during its operation!

1. Basic principle of operation.

2. Construction of a neural network.

3. Checking neural network options.

4. Block for opening and calculating virtual orders.

5. Filter for analyzing and selecting virtual orders.

6. Description of input parameters.


1. Basic operating principle.

This advisor uses and creates a neural network in its work using the average price values. For the average price we use the Moving Average indicator. On each new bar, the advisor builds a grid of cells based on past data, checking whether the cell contains an average price. To build a network, we use the x and y coordinate axis; when the average price is in a cell, it writes - 1 into it; if there is no price, then - 0. In this way, a variant of the network is formed, and this happens on each new bar, then the adviser checks it in its neural network Is there such a location option and if not, then it adds this option to the network and gives a signal to open virtual orders, and if it already exists, then the virtual order calculation block begins to open virtual orders and track price changes and records either profit or loss for each option which is on the net. Thus, the advisor virtually calculates each option and accumulates the history of transactions for each option of the neural network.

Next, virtual orders are filtered by 3 filters and, when the criteria are reached and signals from the network are available, they are placed into trading. When this option is enabled, the advisor can save all work data to files for learning from history or for transferring to another terminal.


2. Construction of a neural network.

To understand how the advisor builds its neural network, let’s look at picture No. 1 https://c.mql5.com/31/1112/forex-gpt-ma-screen-2118.jpg :

So we see a price chart with the Moving Average indicator with the value period=2 and a lined grid (red lines) of network cells. Along the X axis we take bars, which can be used in steps or each bar, in the figure step=4 is used. Along the Y axis we take values from the opening price of the current bar, build a grid upward by adding delta, and downward by subtracting delta.

It turns out like this: the advisor looks at the current bar and if there are values of the Moving Average indicator in the cell, then the advisor writes 1 to this cell, if there is no value of the Moving Average indicator there, then writes 0.

The construction of the network proceeds from the upper left cell from left to right down row by line, when the advisor option Filesave=true is enabled, the data of the neural network is written to the file row by row, each line in the file is a version of the network rectified into one line in the order of its construction - the upper left cell from left to right down picture No. 2 https://c.mql5.com/31/1112/forex-gpt-ma-screen-3578.png .

In this figure, the contents of the *_neural.csv file stores variants of the neural network; each line is 1 variant of the neural network with values 0 and 1.

In this case, this is the formation of a network x=4 y=11 and delta=70, to see visually you need to break the 1st line by x=4 y=11 – picture No. 3: https://c.mql5.com/31/ 1112/forex-gpt-ma-screen-6086.png

The same can be seen in the enabled information panel mode Enable panel=true

This example clearly shows how a network is formed from x=4 y=11 and step=1 – picture No. 4: https://c.mql5.com/31/1112/forex-gpt-ma-screen-1840.png

Bars are formed like this from right to left 0,1,2,3 and on the network the right column in the middle costs 1, then the second column in the middle also costs 1 and in the 3rd column 1 costs higher than the 1 that were before, because the price there is higher than them and in the left column 1 is even lower than those units since the price there was lower than those values.

This is how a neural network is formed, which is stored as an array of data in the advisor’s memory and, with the Filesave=true option enabled, is uploaded every Monday to the MQL4/files/ files when trading and when testing in tester/files/.


3. Checking neural network options.

After 1 variant of the neural network has been formed, the advisor monitors the new network variant on each new bar, if it differs from what already exists, the advisor adds it to its database while opening virtual orders in both directions, thus the advisor tracks both sell and buy for each network option, and then, when analyzing which sell or buy option will have a good rating, he will trade. At each bar, the advisor checks, as if building a network, and looks at how the indicator is located there and, in accordance with this, makes a decision; if there is no such option, then it adds, if there is, it opens virtual orders. This continues while the advisor is working.


4. Block for opening and calculating virtual orders.

The advisor implements a mechanism for opening and analyzing already open virtual orders. Using arrays of variables, the advisor tracks signals from the neural network block and, upon receipt, begins to monitor how the price changes with each bar, using the values of the 1st bar open, high, low, close. Taking into account the direction of trade, the block calculates the profit of each order and calculates each network option. The calculations use the values of maximum profit and minimum for drawdown, profit factor, profit and loss, and the number of orders for each network option. Thus, if there are 20 options in the neural network, then in the block of virtual orders there will be 20 options for the variables SL, TP, PF, DD, ordercount for sell and the same values for buy. All these values are stored in the EA’s memory as an array of data; when the Filesave=true option is enabled, the EA uploads these values to the following files: MQL4/files/ when trading and when testing in tester/files/:

*_buy_d1_v1.csv, *_buy_d1_v2.csv and their copies just in case.

*_sell_d1_v1.csv, *_ sell _d1_v2.csv and their copies just in case.

Each line is the values of SL, TP, PF, DD, ordercount for one network option. (see picture picture No. 5: https://c.mql5.com/31/1112/forex-gpt-ma-screen-3958.png )

*_data.csv – information about the upload date, the number of network options and how much profit by filters is written here, the overall balance. Using this file, we are guided from what date to what date the adviser has accumulated history for restarting or when transferring after training on history.


5. Filter for analyzing and selecting virtual orders.

All network options are considered virtual orders. Despite the fact that each network option keeps statistics on two directions of trade at once, both buy and sell. All values can be good and bad, unprofitable and positive; to find the best options, a filter is made that selects the best from all values according to a certain criterion. 3 types of filtering are implemented:

The following calculations are used for filters:

Filtr1 - By maximum profit.

Filtr2 - By maximum profit*profit factor.

Filtr3 - By maximum profit*profit factor*number of orders.

Each filter can be turned on and off; when the filters are turned on, it is possible to open 3 orders at once.


6. Input parameters

Magicnumber - number to identify your orders;

Lot - Lot size;

On/off MM - enable or disable money management;

Risk % - Percentage of the deposit for MM;

Enable Panel - Enable the information panel;

panel fon Color - Background color of the information panel;

panel text Color - Information panel text color;

breakeven on/off - enable breakeven;

breakeven distance - distance to switch on for transferring SL to +;

breakeven pips - how many points to set SL to +;

ON or OFF Trailing - enable trailing stop;

MinProfit for Trailing - distance for enabling the transfer of SL to +;

TrailingStop - how many points to set SL to +;

TrailingStep - how many points to move SL to +;

Filesave - When enabled, the advisor will save all parameters to files in *.scv format - when testing, in the terminal folder tester/files/folder with advisor parameters/filename*.scv. When trading in the MQL4 terminal folder/Files/ folder with advisor parameters/filename*.scv

Filename - file names for saving information: Filename_buy.csv, Filename_buy_copy.scv, Filename_sell.csv, Filename_sell_copy.scv, Filename_data.csv, Filename_data_copy.scv, Filename _neural .csv, Filename _neural _copy.scv;

PF - minimum profit factor value for filtering virtual orders;

MA - period of the Moving Average indicator for determining the neural network;

SL* - Stop Loss value - 16 calculation options;

TP* - Take Profit value - 16 calculation options;

k_sl_tp - coefficient for multiplying SL TP values;

delta - range of price values in points to form a network along the Y axis;

step - step in bars to form a network along the X axis;

Input net_x - number of cells along the X axis;

Input net_y - number of cells along the Y axis;

profittestmax - minimum profit for virtual orders to start opening real orders;

dd_max - maximum drawdown for virtual orders, more than which will not be filtered for selection for real trading;

NumberOfTry - number of attempts to open and modify orders;

Slippage - slippage;


Result:

After the virtual orders have been filtered, there is another option: profittestmax, where the profit is indicated in the deposit currency, for example it costs 50, which means real trading will begin only when the profit of virtual orders for the network options exceeds these values.

It turns out that the advisor seems to be optimizing the parameters himself, calculating all the SL TP options and selecting the best options from them and then toruget based on them.

When the Filesave=true option is enabled, files are written once a week - on Monday morning.

If you ask why the network consists only of a maximum of x=4 and y=13, then the answer is: the larger the size of the network, the more options it has that will be less repeated in history and therefore there will be little statistics on them, this also increases resources and time computer operation for searching and training the network, and there is another important parameter: the possibility of storing variables is also not unlimited and is limited by the capabilities of the MQL4 programming language. With huge amounts of testing and optimization, the maximum parameters were left exactly x=4 and y=13.


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Quantum Emperor MT4
Bogdan Ion Puscasu
4.86 (128)
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Yu Mei Cheng
4.58 (12)
Strategy Introduction The EA will find the best entry and exit points based on the data trained by the neural network and the current market trend. It includes multiple loss exit strategies to ensure capital safety. Because the market is full of uncertainties, it is impossible to enter at the most ideal point every time. Our EA uses a unique batch entry method, adding up to 5 entry points. Even occasional misjudgments can quickly recover subsequently. Each order has a fixed stop loss (SL) and t
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Profalgo Limited
5 (5)
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Cence Jk Oizeijoozzisa
5 (2)
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Quantum Algo Trading MT4
Lo Thi Mai Loan
5 (6)
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Gold Trade Pro
Profalgo Limited
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수요와 공급의 원칙에 기반한 완전 자동화된 조언자입니다 . 처음으로 우리는 완전히 자동화된 공급 및 수요 조언자를 제공합니다 . 거래가 쉬워졌으며 이제 거래 전략을 완벽하게 제어할 수 있습니다. 편리한 그래픽 제어판을 사용합니다. 15,000줄 이상의 코드가 포함된 매우 높은 품질의 알고리즘 거래 소프트웨어를 얻을 수 있습니다. EA 프로봇 공급 및 수요 가이드 Prop Firms를 거래하는 가장 좋은 방법은 자격을 갖춘 거래자가 되기 위한 모든 단계에 도전합니다. 모든 거래는 자동으로 이루어지고 관리됩니다. 항목을 선택하고 긴장을 풀면서 상금이 커지는 것을 지켜보세요. 패널 입력 매개변수: 거래 방향 선택(매수 또는 매도) 거래하려는 기간을 선택하세요. 서비스하려는 구역 유형 (넓음, 중간, 좁음, 매우 좁음)을 선택하십시오. 세 가지 자금 관리 옵션 중에서 선택하세요 일련의 승리 또는 손실 거래 후에 그만 두는 고문을 선택하십시오 . 위험 또는 ATR을
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We proudly present our cutting-edge robot, the  Big Forex Players EA  designed to maximize your trading potential, minimize emotional trading, and make smarter decisions powered by cutting-edge technology. The whole system in this EA took us many months to build, and then we spent a lot of time testing it. This unique EA includes three distinct strategies that can be used independently or in together. The robot receives the positions of the   biggest Banks   (p ositions are sent from our databa
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Chen Jia Qi
4.78 (18)
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Marzena Maria Szmit
4.39 (28)
Introducing the FT Gold Robot MT4, your ultimate companion in navigating the intricate world of XAUUSD trading. Developed with precision and powered by cutting-edge algorithms, FT Gold is a forex robot meticulously crafted to optimize your trading performance with   XAUUSD pairs . With its advanced analytical capabilities,   FT Gold Robot   constantly monitors the gold market, identifying key trends, patterns, and price movements with lightning speed. The FT Gold Robot opens 5 positions every da
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Marzena Maria Szmit
4.28 (18)
The XG Gold Robot MT4 is specially designed for Gold. We decided to include this EA in our offering after   extensive testing . XG Gold Robot and works perfectly with the   XAUUSD, GOLD, XAUEUR   pairs. XG Gold Robot has been created for all traders who like to   Trade in Gold   and includes additional a function that displays   weekly Gold levels   with the minimum and maximum displayed in the panel as well as on the chart, which will help you in manual trading. It’s a strategy based on  Price
Richter mt4
Yvan Musatov
A Richter Expert is a professional market analyst working using a specialized algorithm. By analyzing prices over a specific time period, it determines the strength and amplitude of prices using a unique indicator system based on real data. When the trend and its direction change, the expert closes the current position and opens a new one. The bot's algorithms take into account signals about overbought and oversold markets. Buying occurs when the signal falls below a certain level and then rise
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Roman Erokhin
4.25 (4)
Good afternoon. My name is Roman, I am the creator of Gold Rain EA. I have been preparing for its realization for a long time, went through a lot of tests and now I finished the product and went on sale with a live good signal. My motto is to use only live signals, I do not release products without history or lack of real accounts. Now you have the opportunity to try Gold Rain EA in your hands. I will help every client to customize and install EA, from beginner to pro. Tired of complicated EA mo
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Denis Kurnev
5 (5)
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TopBottomEA
lizhi fu
4.61 (41)
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Mansour Babasafary
5 (3)
Several experts in one expert With this expert, you can use several up-to-date strategies Enhanced with artificial intelligence Can be used in several popular forex currencies Can be used in the most popular forex time frames Without using high-risk strategies Attributes : Can be used in the EURUSD , GBPUSD , USDCHF , AUDUSD , USDCAD , NZDUSD  currency pairs Can be used in M30 , H1 , H4 , D1 time frames Has profit limit and loss limit Without using risky strategies like martingale or hedg
McS Disciplined EA
Shokhjakhon Maksudov
McS Disciplined EA     Support currency: GBPCAD, AUDCAD, NZDCAD, GBPCHF  Time Frame: M1 chart Recomended Broker: EXNESS: RAW SPREAD, IC Market: Raw Spread Whether there is a single by the market decision, maybe a day a single are not, maybe a day top a few days of single volume, the greater the market the more single volume. A perfect EA curve is often up and down fluctuating back and forth to grow up. Only Martin class strategy curve is straight, but at any time will return to zer
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Alexander Kozachuk
4 (5)
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Marzena Maria Szmit
5 (10)
The Bitcoin Robot  MT4 is engineered to execute Bitcoin trades with unparalleled   efficiency and precision . Developed by a team of experienced traders and developers, our   Bitcoin Robot   employs a sophisticated algorithmic approach (price action, trend as well as two personalized indicators) to analyze market and execute trades swiftly with   M5 timeframe , ensuring that you never miss out on lucrative opportunities.   No grid, no martingale, no hedging,   EA only open one position at the sa
Fx Gold MT4
Marina Arkhipova
Fx gold는 XAUUSD 통화용으로 설계되었습니다. 조언자는 안전한 전략을 사용하고 고정된 로트로 작업합니다. 각 거래는 반드시 손절매로 보호됩니다. (마팅게일, 그리드 등) 위험한 거래 방법을 사용하지 않습니다. Advisor 시스템은 뉴스 필터링을 사용합니다. 요구 사항 계좌 유형 - ECN / RAW / RAZOR / STANDART / CENT 브로커 - 평판이 좋은 브로커 통화쌍 - XAUUSD 기간 - M15 VPS - 권장 최소 권장 보증금 - 로트 0.01의 경우 100 $/€/£ 월간 거래 수 - 3~8(우리에게 가장 중요한 것은 거래 수가 아니라 품질입니다) 조언자는 새로운 사람입니다. 잠시 후 라이브 신호가 생성됩니다. 사이트에 신호를 추가하자마자 고문의 가격은 $1200가 됩니다. 이제 -70%의 매우 좋은 할인으로 고문을 구입할 수 있는 기회가 있습니다. 2024년 8월 22일 - 실시간 신호가 추가되었습니다. 8월 말까지 -70% 할인이 유
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5 (2)
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