Adaptive Price Bands from a Particle Trajectory and Average Deviation
Summary
The strategy creates a synthetic price-tracking particle whose position responds to a pull toward current price and an inertia term derived from recent price changes. It measures the absolute distance between price and the particle, smooths that distance, and places upper and lower bands around the particle. The written description proposes trading long above the upper band and short below the lower band, with a multi-timeframe framing.
The included source adds useful qualifications to that explanation: its actual entries and exits follow whether close is above or below the particle, while the bands are plotted but not used in the active order conditions. The backtest configuration specifies BTC/USDT futures and a daily chart with hourly base data, but no performance results are supplied. The author lists parameter sensitivity, conflicting timeframe signals, and breakout-related stop risk, and suggests testing volatility filters and clearer timeframe rules. The idea remains an unvalidated indicator concept, not evidence of an edge.
Key ideas
- A particle position is designed to follow price using attraction and an inertia term.
- Smoothed average absolute deviation from the particle defines upper and lower reference bands.
- The description proposes band breakouts, while the supplied code trades on price crossing the particle itself.
- Parameter choices and timeframe conflicts may produce missed or false signals.
- The document gives backtest settings but reports no measured performance.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.