AI-driven strategies for TradeStation

Experience the future of trading with P1 Strategy Architect, the ultimate tool for generating

robust trading strategies using cutting-edge genetic algorithms.

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Elevate your trading

P1 Strategy Architect is a high-performance suite of tools designed to revolutionize your trading experience on the TradeStation platform. With P1 Strategy Architect, traders can quickly and efficiently develop strategies for any market that maximize performance and minimize risk.

Genetic Algorithm Optimization

Utilizes advanced genetic algorithms to evolve and optimize trading strategies, ensuring peak performance and adaptability in dynamic markets.

Robust Strategy Generation

Generates highly reliable trading strategies that are rigorously tested and tuned for maximum efficiency and profitability.

TradeStation Integration

Enjoy seamless integration with the TradeStation platform, enabling smooth and efficient strategy deployment and execution.

How it Works

You define the WHAT, WHEN, WHY, and HOW the strategy should perform, then instruct the software to search for that strategy. Setting up a search is generally a quick process involving the following steps:

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Step 1 – Decide WHAT to trade

Load a TradeStation chart with the symbol, interval, and amount of historical data to build the strategy.

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Step 2 – Choose WHEN to trade

Use the P1 App’s checkboxes and dropdown menus to select the trade duration, time of day to trade, number of days to trade, and the maximum amount of risk per trade. 

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Step 3 – Establish WHY to take trades

Define the performance criteria for your strategy using the P1 App; this includes selecting the main fitness function for the strategy (this is often Total Net Profit) and filtering out strategies that have large drawdowns or are not efficient in building profits.

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Step 4 – Define HOW the AI will search

Control the genetic search operators or allow the app to use a standard search algorithm.

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Step 5 – Click the "Start Search" button

The computer will start searching for your strategy!

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Step 6 – Select the best strategy

When the search is complete, a list of strategies meeting your performance criteria from step 3 appears. You can choose a particular strategy or save the complete list for further review.

To trade the P1 Strategy created in the steps above, simply click the checkboxes within the chart properties to enable automated trading. NOTE: it is always recommended to thoroughly evaluate a strategy before trading with a live account

Your Ultimate Trading Companion

In trading, one size does not fit all. The P1 Strategy Architect enables you to develop unique strategies to fit your markets, trading style, and risk tolerances. Using a simple user interface and standard TradeStation charts, the P1 Strategy Architect employs artificial intelligence (AI) to search millions of combinations to find only the strategies that meet specific, user-defined criteria. You do not need to learn or develop any specific technical analysis or trade logic to use the software; the P1 Strategy Architect AI searches for ideal trade entries and money management, choosing the best combination of parameters to create profitable strategy models. To avoid curve fitting (creating a strategy that only works on a specific range of historical data), P1 strategies can be developed with varying amounts of out-of-sample data and easily saved to a format used in the Walk Forward Optimizer for further analysis.

 

The heart this software is the P1 Strategy. This strategy combines a low latency waveform filter with several market-specific parameters designed to create realistic short-term trading systems. The strategy can be set for day trading (all trades close at end of session), swing trading (trades over multiple days or weeks), or stop-and-reverse trading (always in the market). It works with all time-based or volume intervals, including intraday, daily, and weekly charts. The strategy creates trading signals by applying one of twenty different waveshapes (with varying wavelengths) to price and volume data, then combining two of these waveshapes together and filtering the results to create signals. The figure below illustrates how raw price data converts into trading signals.

The concepts involved in P1 wave filtering are analogous to audio processing where certain frequencies can be isolated or enhanced using high-pass, low-pass, or band-pass filtering. By combining two different waveshapes into the filter, the strategy isolates changes in price or volume that lead to high probability market moves. The software selects the optimal waveshapes and wavelengths for a given market and then applies the wave filter to cut out extraneous market noise, providing clear buy and sell signals.

Start Your P1 Trading Journey Today

Unlock the full potential of your trading strategies with the P1 Strategy Architect. Our software is designed to integrate with TradeStation and adapt to your needs, providing you with the tools to succeed in any market condition. Don’t wait—join the future of trading today!

P1 Strategy Architect has completely transformed my approach to trading. The genetic algorithms are not just a feature; they are a game changer. I’ve seen consistent improvements in my strategy performance, and the integration with TradeStation is seamless. This tool is a must-have for anyone serious about trading.

Jean Folger

Trader & Author, Make Money Trading