Fusion_Predictor_V1

This Expert Advisor (EA) is an automated trading system that operates on the MetaTrader 4 (MT4) platform. Below are the main features of this EA.

Main Features

This EA serves as the foundation for future derivative EA products (V1 series). It offers various parameters that allow for diverse trading depending on the settings. It is possible to interchangeably read parameters with the indicator of the same name, "Fusion_Predictor_V1".

Multi-Indicator Analysis Indicators play a very important role in discretionary trading, but it is difficult to fully predict market movements with a single indicator. The market is complex and often unpredictable, so experienced traders analyze the market using multiple indicators to make judgments. However, there is a limit to the number of indicators that a human can consider simultaneously. Therefore, this EA combines data from multiple indicators and integrates them into easily interpretable values. This allows for capturing complex market movements without extensive experience and executing trades automatically. Specifically, the following indicators are utilized: Moving Average (MA): Uses the simple moving average over a specified period to grasp price trends. MACD: Captures price momentum and trend changes. RSI: Assesses market overbought or oversold conditions. Bollinger Bands (BO): Measures market volatility and confirms signals when prices break through the bands. RCI: Evaluates market strength based on past price data. *The indicator data is not used as is but is transformed into a format suitable for use with a perceptron and normalized to fit the USDJPYM5 chart.Prediction Using Perceptron To automate trading, predictions are necessary. Here, the "simple perceptron" mechanism comes into play. A perceptron is simply a "prediction machine" that determines outputs based on input data. It operates as follows: Input and Weights: It receives market data and indicator values as inputs and applies "weights" to each. Data with higher weights has a greater impact on predictions. Sum: It multiplies the input data by the weights to produce a total value, known as "linear combination". Output Determination: It decides the output based on the total value. By using a perceptron, it can predict results based on multiple data points and generate trading signals. It is simple yet supports advanced predictions.Automated Trading The automated trading function of this EA incorporates not only buy and sell signals but also averaging down and trend-following strategies. Additionally, the acquisition and settlement of new positions are based not only on whether thresholds are reached but also on predicted values. This aims to appropriately adjust positions according to market movements and maximize profits. Multiple Position Management You can set a maximum number of positions, allowing for the opening of new positions within that limit. Parameter Customization Users can customize the indicator periods, weights, trade volumes, trade direction (buy/sell), signal thresholds, and more. This allows for settings tailored to trading styles and risk tolerance. Optimization Aimed at Maximizing Profits Through backtesting based on historical data, optimal parameter sets can be selected. This allows for performance that responds to market fluctuations. Flexible Settlement Logic Positions are automatically settled when profits reach set thresholds or losses become significant, while also considering predicted values. This enhances risk management and prevents unexpected large losses. This EA is an automated trading system that analyzes market trends and overbought conditions using multiple indicators and executes trades based on predictions from a simple perceptron. Through parameter optimization via backtesting, users can select effective strategies and maximize profits while managing risks.

Calculated values are displayed as a guideline.

About Initial Parameter Settings The initial parameter settings have been optimized using data from July 2017 to August 2024. Initial capital is set at 1,000,000 yen, assuming trades of 0.01 lots at 1,000 currency units. Forex is used. (This may vary by trading company.) The optimization aims to limit the maximum positions to one each for buying and selling, setting up trades to minimize risk.

(To make it easier to evaluate prediction accuracy)

As a result, the number of trades over seven years is quite low at 368. Profits are also modest. For those looking for more exciting trades, it is recommended to seek derivative products or explore parameters on your own.   Disclaimer Investment Risk Warning EA (Expert Advisor) is a tool for automating trading in financial markets. However, all investments carry risks. Past performance does not guarantee future results. Due to market fluctuations, lack of liquidity, system failures, and other unforeseen events, the EA may not perform as expected. Limitation of Liability The developers and distributors bear no responsibility for any losses or damages incurred from the use of this EA. Users shall use this EA at their own risk and the developers and distributors shall not be liable for any damages arising from its use. Please start using this EA with small lots after careful consideration of your financial situation and risk tolerance following sufficient testing.