Fractal Chaos Oscillator Trend Signals from Local Highs and Lows
Summary
The strategy uses a Fractal Chaos Oscillator (FCO) derived from changes in identified local highs and lows. When a new local high is detected, the signal indicates a long position; a new local low indicates a short position. The position remains in that direction until the opposite signal appears, with an optional setting to reverse the direction of trades. The document describes the oscillator as ranging from minus one to one, though the supplied logic uses directional event signals to update the position.
The approach is presented as a simple trend-following idea for short-term trading. Its limitations include imperfect fractal identification, delayed or missed reversals, and trading costs from frequent entries. The document suggests testing pattern periods and signal thresholds, adding trend filters, and checking robustness across instruments. It provides a brief BTC/USDT futures backtest configuration but gives no performance results, so it offers no evidence that the signals are profitable or robust.
Key ideas
- The FCO strategy identifies local highs and lows using candlestick patterns.
- A newly detected local high signals long, while a newly detected local low signals short.
- An optional reverse setting can invert the direction of the position signals.
- Fractal detection may miss turning points, and frequent trading can increase costs.
- The provided backtest configuration includes no reported performance results.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.