フリーランスセクション

“Design and Development of an Automated Forex Trading Robot Using MQL5 and Machine Learning Techniques.”

MQL5 エキスパート 外国為替 売買ロボット/指標のデバッグ C++ JavaScript SQL RegExp

指定

Title: Design and Development of an Automated Forex Trading Robot Using MQL5 and Machine Learning Techniques

Abstract: This project focuses on the design and development of an automated Forex trading robot that integrates MQL5 programming and machine learning techniques. The system aims to predict market movements and execute trades automatically, minimizing human error and emotional trading. By leveraging historical data, real-time analysis, and predictive modeling, the robot enhances decision-making in Forex markets.

Objectives:

1. Develop a fully automated Forex trading robot using MQL5.


2. Integrate machine learning models for market trend prediction.


3. Implement a system capable of real-time trading decisions.


4. Incorporate risk management and trading strategies.


5. Evaluate performance using historical and live market data.



System Architecture:

Data Collection Module: Gathers historical and live market data.

Data Preprocessing: Cleans and formats data for analysis.

Machine Learning Module: Applies algorithms (e.g., Random Forest, Neural Networks) to predict market trends.

Strategy Engine: Generates trading signals based on predictions.

Execution Module: Executes buy/sell orders via MetaTrader 5.

Monitoring and Logging: Tracks trades and system performance.


Hardware Requirements:

Computer with Intel Core i5 or higher

Minimum 8GB RAM

256GB SSD storage

Stable internet connection

Optional VPS for 24/7 operation


Software Requirements:

MetaTrader 5

Python (for ML model training)

MQL5 Editor

Pandas, NumPy for data processing

Scikit-learn, TensorFlow or PyTorch for ML algorithms


Methodology:

1. Collect historical Forex market data.


2. Preprocess and engineer features relevant for prediction.


3. Train machine learning models to forecast currency price movements.


4. Evaluate models using backtesting techniques.


5. Develop MQL5 expert advisor integrating model predictions.


6. Deploy robot for live trading and monitor performance.



Risk Management Strategies:

Limit maximum risk per trade to 1-2% of account balance.

Use stop-loss and take-profit levels.

Restrict simultaneous open positions.

Daily loss limit to prevent major drawdowns.


Expected Results:

Automated, faster trade execution.

Reduced emotional bias in trading.

Predictive accuracy in short-term Forex movements.

Consistent trading performance with proper risk management.


Conclusion: Integrating MQL5 programming with machine learning techniques provides an efficient framework for automated Forex trading. This approach reduces manual intervention, optimizes trade execution, and leverages predictive analytics for improved decision-making. Continuous model evaluation and risk management remain essential to ensure profitability and system reliability.

応答済み

1
開発者 1
評価
プロジェクト
0
0%
仲裁
0
期限切れ
0
暇
2
開発者 2
評価
プロジェクト
0
0%
仲裁
0
期限切れ
0
暇
3
開発者 3
評価
(16)
プロジェクト
35
23%
仲裁
4
0% / 50%
期限切れ
2
6%
仕事中
4
開発者 4
評価
プロジェクト
0
0%
仲裁
0
期限切れ
0
暇
5
開発者 5
評価
(4)
プロジェクト
3
33%
仲裁
2
0% / 100%
期限切れ
0
暇
6
開発者 6
評価
プロジェクト
0
0%
仲裁
0
期限切れ
0
暇
7
開発者 7
評価
(1)
プロジェクト
1
0%
仲裁
0
期限切れ
0
暇
8
開発者 8
評価
プロジェクト
0
0%
仲裁
0
期限切れ
0
暇
9
開発者 9
評価
(48)
プロジェクト
57
35%
仲裁
15
27% / 60%
期限切れ
1
2%
暇
10
開発者 10
評価
プロジェクト
0
0%
仲裁
0
期限切れ
0
暇
類似した注文
Professional AI Automation Trading Bot for Forex & Crypto 500 - 1500 USD
Title Professional AI Automation Trading Bot for Forex & Crypto Solution Language Python (preferred) or MQL5 depending on integration requirements. Categories Expert Advisor (EA) for MetaTrader 5 Automated trading strategies AI/ML-based signal generation Risk management automation Required Skills Strong knowledge of MQL5/Python Experience with MetaTrader API integration Machine learning model deployment
Binance Ai Trading Bot $US700 budget negotiable 700 - 3000 USD
I need an Ai trading bot for Binance and BTC on MT5 that also uses order flow data. It should also make use of TSI- Temporal indicator sampling and also it should make use of fundamental analysis in the process of signal generation
Debug EA to work efficiently and to be available on the market of MQL5 30 - 35 USD
Title: MT5 Forex Trading Robot Development I need a MetaTrader 5 (MT5) Expert Advisor (EA) for automated Forex trading. Requirements: 1. The robot must be fully automated and capable of opening and closing trades without manual intervention. 2. Compatible with MetaTrader 5 (MT5). 3. Adjustable lot size, Stop Loss, and Take Profit settings. 4. Built-in risk management based on account balance. 5. Ability to trade
Institutional MT5 EA with ICT/SMC Market Structure and Liquidity Logic 150 - 400 USD
MT5 EA Developer for Structured ICT/SMC Market Logic Requirements Specification: I need an MT5 Expert Advisor only in MQL5. No indicator, no script, no DLL, and no external API. The EA must be built on a rule-based ICT/SMC-style framework with objective, backtestable logic. I am not looking for social-media-style ICT/SMC interpretation. I need a developer who can convert trading concepts into clear coding rules. The

プロジェクト情報

予算
50+ USD
締め切り
最低 1 最高 30 日