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Moving Average Band Breakouts with Fixed Percentage Exits

Article Strategy library · Author: ChaoZhang

Summary

This strategy forms an upper and lower price channel from moving averages of highs and lows. It supports several average types, and scales each band by a percentage gap. Stop orders are placed at the upper band for long entries and at the lower band for short entries, so the channel acts as a breakout trigger. Once a position is open, fixed percentage stop-loss and take-profit levels are calculated from its average entry price.

The document frames the approach as trend following and notes that band width, average period, and trade direction can be adjusted. It warns that abrupt trend changes, poor parameter choices, inflexible fixed exits, and the added costs of two-sided trading may undermine results. It suggests testing band widths and exits, adding market-condition or time filters, and considering dynamic stops. The published configuration specifies a BTC/USDT futures backtest over a limited period but provides no outcome data, so it does not establish profitability or robustness.

Key ideas

  • The upper and lower bands are percentage offsets from moving averages of highs and lows.
  • Stop orders at the channel bands trigger long and short breakout entries.
  • Fixed percentage profit targets and stop losses are based on average entry price.
  • The approach is sensitive to band width, average settings, and abrupt trend changes.
  • The document provides backtest settings but 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.