Adaptive Trailing System 🚀
The Adaptive Trailing System is an advanced adaptive trailing stop that uses logarithmic normalized volatility to automatically adjust profit protection levels. 📊 Unlike traditional trailing stops with fixed distances, this system calculates dynamic distances based on the market's actual volatility, constantly adapting to changing conditions. 🔄
Spotware GBPUSD 691360763c684 | cTrader
Spotware XAUUSD 691360adf1386 | cTrader
Spotware XAUUSD 691360adf1386 | cTrader
Unique Adaptive Trailing Algorithm ⚙️
The system uses a statistical method that never generates the same trailing distances:
• Calculates the True Range of the price over a configurable period.
• Applies a logarithmic transformation to these values to normalize the distribution.
• Calculates the mean and standard deviation of these logarithmic values.
• Generates a unique offset distance based on volatility levels (0, 1, 2, or 3 standard deviations). 🎯
• The trailing stop is continuously adjusted using the typical price (average of High, Low, Close).
Result: Every market moment has its own trailing distance, calculated according to the specific volatility of that context. 🤖
Technical Foundation: Logarithmic Normalized Volatility 🧠
Why a logarithmic transformation? 🤔
Market volatility does not follow a normal (Gaussian) distribution; it tends to have extreme values. The logarithmic transformation:
- Normalizes the distribution: Converts skewed data into a more symmetrical distribution.
- Stabilizes variance: Reduces the impact of extreme volatility spikes.
- Enables statistical comparison: Makes it possible to use standard deviation meaningfully.
Offset Calculation Process 🔢
- Period True Range: Measures the maximum range, considering the High-Low of the period and gaps with the previous close.
- Natural Logarithm: Applies
ln(True Range)to normalize. - Normalization Window: Maintains the last N logarithmic values (normalization period).
- Logarithmic Mean: Average of all
ln(TR)values in the window. - Standard Deviation: Calculates the dispersion of the logarithmic values.
- Volatility Level: Multiplies the deviation by 0, 1, 2, or 3 based on the configuration.
- Final Offset:
Offset = e^(mean + level × deviation)- converts back to the price scale. 💡
How It Works? ⚡
Bidirectional Trailing Mechanics
The system operates in two alternating modes:
BEARISH Mode (Short): 📉
• Trailing stop is placed ABOVE the price.
• It updates downward when the price falls (never rises).
• Reversal signal when the price CLOSES above the trailing stop.
BULLISH Mode (Long): 📈
• Trailing stop is placed BELOW the price.
• It updates upward when the price rises (never falls).
• Reversal signal when the price CLOSES below the trailing stop.
Reversal Signals:
• A circular dot marks the trend change (entry of a new position).
• Green color = New bullish trend (). ✅
• Red color = New bearish trend (). 🔴
Parameters and Impact 🎛️
Calculation Period (10)
- Function: Defines how many bars are used to calculate the True Range.
- ↑ Higher (20-50): Measures longer-term volatility, smoother, less sensitive.
- ↓ Lower (5-8): Measures short-term volatility, more reactive, detects rapid changes.
Normalization Period (100)
- Function: Window of logarithmic values to calculate the mean and standard deviation.
- ↑ Higher (200-500): More stable normalization, gradual changes in offset.
- ↓ Lower (50-80): More reactive normalization, offset adapts faster.
- Critical Impact: This parameter determines how "memorized" the historical volatility context is. 🧠
Volatility Level (Level 2)
- Function: Number of standard deviations applied to the offset calculation.
- Level 0 (0σ): Offset = logarithmic mean = tightest distance, maximum sensitivity. 🎯
- Level 1 (1σ): Offset includes 1 deviation = moderate distance, captures ~68% of variation.
- Level 2 (2σ): Offset includes 2 deviations = wider distance, captures ~95% of variation (balanced). ⚖️
- Level 3 (3σ): Offset includes 3 deviations = very wide distance, captures ~99% of variation, maximum tolerance. 🛡️
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