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Adaptive Trend and Range Trading with Technical Indicators

Article Strategy library · Author: ianzeng123
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Summary

This strategy switches between trend-following and range-trading logic according to ADX. When ADX is above the stated threshold of 25, it uses Supertrend direction, the relationship between 20- and 50-period exponential moving averages, and price relative to VWAP to identify entries. Below the threshold, it looks for price at a Bollinger Band boundary together with an RSI extreme. The document also describes a percentage stop loss and exits based on Supertrend reversals or RSI extremes.

A published configuration covers SOL/USDT on an hourly chart for a period of about three weeks, but no returns, trade counts, or risk statistics are reported. The approach may still generate false signals and is sensitive to its many parameters; a stop distance fixed as a percentage can also be poorly matched to changing volatility. The written overview and code differ in how exits and RSI conditions are described, so the implementation should be checked before drawing conclusions from it.

Key ideas

  • ADX selects between trend-following signals and range-trading signals.
  • The trend mode combines Supertrend direction, EMA ordering, and price relative to VWAP.
  • The range mode looks for Bollinger Band extremes confirmed by RSI overbought or oversold readings.
  • A percentage stop and indicator-based exits are specified, though the overview and code are not fully aligned.
  • The published hourly SOL/USDT configuration includes no performance statistics and covers only a short period.

Tags

FuturesTrend followingMean reversionTechnical indicatorsRisk management

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.