Fusion_Predictor_MT4_USDJPY_M5

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. Multiple Indicator Analysis Indicators play a very important role in discretionary trading, but it is difficult to fully predict market movements with just a single indicator. Markets are complex and predictions often go awry, 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 at the same time. Therefore, this EA combines data from multiple indicators and integrates them into easily interpretable numbers. 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: Determines 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. This is where the "simple perceptron" mechanism comes into play. A perceptron is simply a "prediction machine" that determines output based on input data. Specifically, 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. This is called a "linear combination." Determining Output: Based on the total value, it decides the output. 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 feature of this EA is very complex, incorporating not only simple buy and sell signals but also strategies like averaging down and trend following. Additionally, the acquisition and closure of new positions are determined not just by whether a threshold has been reached, but also by considering predicted values and trends. This allows for appropriate adjustments to positions in response to market movements, aiming to maximize profits. Furthermore, positions are automatically closed if profits are secured or losses exceed a certain range, enhancing risk management. 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, direction of trades (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 past data, optimal parameter sets can be selected. This allows for performance that responds to market fluctuations. Flexible Closing Logic Positions are automatically closed when profits reach set thresholds or losses become significant, while also considering predicted values and trends. 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 are optimized using data from July 2017 to July 2024. Initial capital is set at 1,000,000 yen, assuming trades of 0.01 lots for 1,000 currency. Forex is used. (Varies by broker) The optimization aims to limit the maximum number of positions to ten each for buying and selling, setting up trades to minimize risk. The number of trades over seven years is 2,297, which is relatively low. Profits are also modest. For those who wish to engage in more exciting trades, it is recommended to seek derivative products or explore parameters on your own. Disclaimer Investment Risk Warning The 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 assume no responsibility for any losses or damages arising 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 resulting from its use. Please start with small lots after careful consideration of your financial situation and risk tolerance, following sufficient testing of this EA.