Optimizing Grid Trading Strategies for Min Risk & Max Return

Welcome to the next phase of my trading journey! I've decided to transition towards automated trading with the help of expert advisors (EAs) or trading robots.
With this new approach, I aim to harness the power of algorithms to execute trades on my behalf, allowing for more precise and disciplined trading decisions. By automating my trading strategies, I can take advantage of opportunities in the forex market around the clock, without the limitations of manual intervention.


My focus will be on developing and optimizing trading robots that are capable of interpreting market conditions, identifying potential trade setups, and executing trades accordingly. I'll be leveraging various technical indicators, patterns, and risk management techniques to build robust and reliable trading systems.
By incorporating automation into my trading routine, I seek to achieve consistent profitability while minimizing emotional biases and human errors. This shift towards robot trading enables me to streamline my trading process, enhance efficiency, and adapt to changing market dynamics more effectively.
As I embark on this exciting journey into the realm of automated trading, I invite you to join me in exploring the potential of algorithmic trading and the opportunities it presents in the ever-evolving landscape of the financial markets.
Let's harness the power of technology and algorithms to navigate the unpredictable world of trading with confidence and success!

[Disclaimer: Prior to engaging in live trading, it's essential to conduct thorough testing with a demo account. Please be aware that I cannot be held liable for any financial losses incurred. In the event of any grievances directed towards me, I regret to inform you that I will have to ignore you on this thread.]

good idea

Do you have any EA? Idea?

Greetings traders,
In my previous thread [https://www.forexfactory.com/thread/...mental-profits],I have introduced you to my first trading robot, [240318-Optimistic-101]. While it has shown profits in certain months, it's important to note that there have been significant drawdowns associated with it.
In response to this, I developed [240318-Optimistic-102], which included additional features such as a trailing stop alongside the stop loss and take profit mechanisms.
Now, you might be wondering why I'm sharing this here instead of simply testing the robot myself. The reason is simple: I'm seeking feedback and suggestions for improvement. By making it available to a wider audience, I hope to gather insights from fellow traders like you. Additionally, I've encountered challenges in obtaining accurate historical tick data for backtesting purposes, so I'm reaching out to see if anyone has access to more reliable data that could aid in refining the robot's performance.
Your contributions and feedback are greatly appreciated. Thank you for your support and participation.

Best regards,
Ooptimistic

I intend to unveil increasingly sophisticated robots in the future, including an MT4 version. Keep an eye on this thread for updates on fresh expert advisors and enhanced performance metrics. All traders are encouraged to provide feedback by demonstrating any issues encountered with the robot using the strategy tester, along with charts and graphs.

Greetings traders,
I believe it's crucial to demonstrate the performance of the expert advisor (EA) I've developed. As illustrated below, utilizing 100% historical tick data, this robot has exhibited profitable outcomes five times within a span of three months, growing the demo account from $3000 to $15000. To substantiate these claims, I've provided input values, performance metrics, and details on the quality of tick data.

I've adjusted the grid to a 20-pip value, which appears to be a more optimal setting. However, I encourage you to explore and modify the parameters as you see fit to potentially identify even more favorable conditions.
Attached herewith are the updates to my trading system.

I urge you not to rely solely on 1-minute OHLC (Open, High, Low, Close) modeling for evaluation purposes, as it often yields misleading results due to its lack of granularity.

Thank you for your attention and consideration.
Best regards,
Ooptimistic

Greetings fellow traders,
I'm excited to announce the development of an MT4 robot, although it may not match the performance of its MT5 counterpart. It's important to note that this MT4 version also features a trailing stop, which can be disabled by setting the trailing stop condition to "false" in the input values.
Similar to the MT5 robot, this MT4 version has shown profitability ranging from 3 to 5 times within a span of three months. However, I have concerns about the quality of the tick data, which may be poorer compared to the MT5 robot, resulting in a higher drawdown.
Thank you for your attention and support.
Best regards,
Ooptimistic

Hello traders,
I'd like to offer some guidance for newcomers who may be unsure about how to backtest a trading robot. Below, I've outlined the process:

1. Accessing Strategy Tester: Most trading platforms, including MetaTrader 4 and MetaTrader 5, come equipped with a built-in Strategy Tester tool. You can usually find this tool in the "View" or "Tools" menu of your platform.
2. Selecting the Robot and Settings: Once you've accessed the Strategy Tester, choose the trading robot you wish to backtest from the list of available EAs. Then, configure the settings according to your preferences, including the currency pair, time frame, and any other parameters relevant to your strategy.
3. Setting the Testing Period: Specify the time period over which you want to conduct the backtest. This could range from a few months to several years, depending on the historical data available and the duration of your strategy.
4. Running the Test: Start the backtest by clicking the "Start" button. The platform will then simulate trades based on the historical price data and the rules programmed into the robot.
5. Analyzing the Results: Once the backtest is complete, review the results to assess the performance of the trading robot. Pay attention to key metrics such as profitability, drawdown, win rate, and risk-adjusted returns.
6. Optimizing and Iterating: If necessary, refine the parameters of the robot based on the backtest results. This may involve tweaking entry and exit conditions, adjusting risk management settings, or fine-tuning other aspects of the strategy.
7. Repeating the Process: It's often beneficial to conduct multiple backtests using different settings or time periods to gain a comprehensive understanding of the robot's performance under various conditions.

By following these steps, newcomers can gain valuable insights into how a trading robot performs under historical market conditions, helping them make informed decisions about its suitability for live trading.
Best regards,
Ooptimistics

Hello traders,
For those who are new to optimizing trading robots, I'd like to provide a step-by-step guide on how to do so effectively:

1. Understanding Optimization: Optimization involves fine-tuning the parameters of a trading robot to improve its performance based on historical data. This process helps to identify the optimal settings for maximizing profitability and minimizing risk.
2. Accessing Strategy Tester: Similar to backtesting, optimization is conducted using the Strategy Tester tool available in most trading platforms such as MetaTrader 4 and MetaTrader 5.
3. Selecting Parameters to Optimize: Begin by identifying the parameters within the robot that you wish to optimize. These could include indicators, entry and exit conditions, risk management settings, or any other variables that influence the robot's behavior.
4. Defining Optimization Criteria: Determine the criteria that you will use to evaluate the performance of the robot during optimization. This could involve maximizing profitability, minimizing drawdown, achieving a certain win rate, or optimizing for risk-adjusted returns.
5. Setting Optimization Ranges: Specify the ranges or values that you want the selected parameters to take during the optimization process. For example, if you're optimizing a moving average indicator, you might specify a range of values for the period parameter.
6. Running the Optimization: Start the optimization process and allow the platform to test various combinations of parameter values based on the specified ranges. The platform will then identify the set of parameters that yield the best results according to the defined optimization criteria.
7. Analyzing the Results: Once the optimization is complete, review the results to identify the optimal parameter values that maximize the performance of the robot. Pay close attention to the chosen optimization criteria to ensure that the selected parameters align with your trading goals.
8. Refining and Iterating: If necessary, refine the parameters further based on the optimization results. It may be beneficial to conduct multiple optimization runs with different parameter ranges or criteria to ensure robustness.

By following this process, newcomers can effectively optimize trading robots to enhance their performance and increase their chances of success in the forex market.

The crucial first step in optimization is selecting the input parameters that you deem most significant and wish to optimize the robot based on. It's advisable to limit the number of parameters chosen to avoid an overwhelming number of optimization trials. For each selected parameter, aim to include five distinct values (it's upto you), ranging from start to stop. For instance, if you opt for four different input parameters (with five distinct values) during optimization, the total number of trials will amount to 5x5x4=500. It's essential to exercise caution and avoid exceeding 10,000 trials, as this may overwhelm your computer, particularly if it has an older processor or limited RAM capacity, potentially leading to system slowdowns.









Best regards,
Ooptimistic

Greetings traders,
I'd like to share the optimization results that you'll receive upon clicking "Start Optimizing":

1. The "Result" column displays the minimum drawdown achieved under different conditions.
2. In the "Profit" column, you can identify the conditions that yield the highest profit.
3. By clicking "Run Single Test," you can obtain the input values corresponding to your set parameters.

Continue iterating with different conditions until you achieve maximum profit and minimum drawdown. Once you've determined the optimal values, please share them here so that we can collectively identify which parameters require further optimization.
Thank you for your collaboration.
Best regards,
Ooptimistic

Hello traders,

I've made some modifications to the previous versions of the expert advisors (EAs) as the previous ones were opening more than one position at the same open price within the grid. As a result, I'm providing four EAs this time.
Two of them are designed for MT4, and the other two are for MT5. Each pair includes one with a fixed grid system equipped with trailing stop and moving average, while the other one has a grid that increases with more open positions to reduce the number of lots traded.
Please note the following considerations if you are doing backtesting:

1. If the historical data quality is poor, the EAs may not perform optimally. Please ensure to check or choose a time period closer to the current year, such as 2023-2024, before testing them over a longer period.
2. Start by testing them on the H1 time frame before trying lower time frames. Historical tick data will provide better results, especially for higher time frames.

Thank you for your attention, and I look forward to your feedback.
Best regards,
Ooptimistic

Greetings traders,
I've made some additional modifications to the trading robot. Now, it's programmed to close a single trade when it reaches the maximum profit defined in the input parameter, such as a single buy and sell profit (e.g., 200 in currency amount). I attempted to validate its performance using historical data, but the tick quality was poor, making it difficult to ascertain its reliability. However, I've included an image below illustrating the changes.

Best regards,
Ooptimistic

Hello fellow trader,
I'd like to inform you that the latest versions of the trading robots are MT4 version 203 and MT5 version 107. Currently, I'm running both versions on demo MT4 accounts as well as MT5 demo accounts. This thread will serve as a means for you to track their performance over time.
In one of the MT4 accounts, I've implemented a grid system with a 50-pip interval, while in the other account, the grid system operates with a 100-pip interval. The minimum lot size is set at 0.1. As the number of buy or sell positions increases, the position size will scale up accordingly based on this minimum lot size.
Additionally, to manage risk and balance the positions effectively, whenever a buy or sell position experiences a loss, the size of the opposite position will be increased proportionally. This strategy aims to optimize the balance between buy and sell positions and mitigate potential losses. Similar concept is applied to MT5 version.


Thank you for your attention, and I look forward to your feedback.
Best regards,
Ooptimistic

Hello Ooptimistic
Just a small suggestion..
The Ea that must have RSI - MA- ATR... to shoot the Hi and Lo.. for instance ATR is for volatility measure. for signal RSI with trend. Ma and atr is not sufficient as attached Ea.. for a propper grids fibo/martingale to be added then it can be a profitable Ea...

Hello,
Thank you for your suggestion regarding the EA. Indeed, integrating indicators such as RSI (Relative Strength Index), MA (Moving Average), and ATR (Average True Range) can provide a comprehensive analysis of market conditions, including trend strength, volatility, and potential entry or exit points.
Adding features like grid trading and Fibonacci retracements alongside a proper risk management strategy like martingale can enhance the EA's profitability potential. These additional functionalities can help optimize trading decisions and manage risk more effectively, thereby improving the overall performance of the EA.
I appreciate your input, and I will ensure to consider these aspects in further developments of the EA.

Best regards,
Ooptimistic

Previously, I solely relied on a martingale strategy, but I encountered significant drawdowns in certain cycles, ultimately leading to the wipe out. To mitigate this risk, I began incorporating moving averages to determine market direction. However, relying solely on this approach proved unreliable as it sometimes led to incorrect directional trades, resulting in further losses. As a result, I transitioned to developing a robot that can execute trades in both directions. While this approach has reduced the frequency of complete account wipeouts compared to directional trading alone, I acknowledge that each strategy has its own set of advantages and disadvantages. I will add Fibonacci levels to the system for the NextBuyPrice and NextSellPrice and observe how the robot performs with this additional feature.

Best regards,
Ooptimistic

That is true statement but filtering fake signals may an option.... with fibo levels fantastic

Greetings fellow traders!

In our grid system, it's crucial to pay close attention to price retracements. Take, for example, the recent movement of EUR/USD from 1.08 to 1.0870, followed by a retracement to 1.0830. Interestingly, many similar grid robots have shown positive results during such retracements, turning green. It's essential to emphasize that this is purely for testing purposes, and I strongly advise against live testing without thorough validation. Currently, I'm focused on enhancing our grid system by incorporating Fibonacci levels. Your support, whether it's through likes or subscriptions, motivates me to continually improve and minimize drawdowns. Thank you for your encouragement!

Best regards,
Ooptimistic

Your support and engagement are greatly appreciated as I navigate the challenges of forex trading. Your likes and subscriptions for future robot updates serve as invaluable encouragement for me.

Thank you for being a part of this journey with me.

Hello fellow traders,
I believe that the robot I've shared here performed exceptionally well in the past week, delivering around a 10% profit, which is quite impressive. I've attached the same robot with the identical input setup for your convenience. You can easily load it into your MT4 platform.
Attached is a screenshot of my demo account, showcasing all green for the past week, validating the robot's performance.
Your continued support by liking and subscribing to my threads is greatly appreciated.
Thank you.