Overview

This strategy combines the 123 Reversal strategy and the CMO moving average strategy to generate combined trading signals. The 123 Reversal strategy generates trading signals by forming new highs or lows from the closing prices over two consecutive days combined with judgments on market momentum from the Stochastic Oscillator. The CMO moving average strategy utilizes the CMO indicator to determine price momentum and generate trading signals. The combination of signals from both strategies can form more reliable combo signals.

Strategy Logic

The 123 Reversal strategy generates trading signals based on the following logic:

1. When the closing price rises for two consecutive days and the 9-day Stochastic Oscillator is below 50, go long.

2. When the closing price falls for two consecutive days and the 9-day Stochastic Oscillator is above 50, go short.

By judging whether prices have formed new highs or lows in the short term combined with the Stochastic Oscillator's indication on momentum, trading signals are generated.

The CMO moving average strategy generates trading signals based on the following logic:

1. Calculate the CMO values over 5, 10 and 20 days.

2. Take the average.

3. When the average CMO goes above 70, go long.

4. When the average CMO falls below -70, go short.

By conducting ensemble operations over CMO values of different timeframes, the strategy determines the direction of price momentum and generates trading signals.

The combo strategy performs an AND operation over the signals of the two strategies, meaning that actual trading signals are only triggered when both strategies give buy or sell signals simultaneously.

Advantages

The advantages of this strategy include:

1. Combined signals are more reliable with fewer false signals.

2. The 123 Reversal strategy captures trends after short-term corrections.

3. The CMO moving average strategy judges momentum over larger timeframes.

4. Can adapt to different market environments.

Risk Analysis

The risks of this strategy include:

1. The 123 Reversal strategy relies heavily on price patterns and may fail occasionally.

2. The CMO indicator is sensitive to market fluctuations, which may generate wrong signals.

3. The combo strategy's signals can be too conservative, missing trading opportunities.

4. Proper parameter tuning is needed to adapt to different cycles and market environments.

The counter measures are:

1. Optimize the pattern recognition rules of the reversal strategy.

2. Add other auxiliary indicators into the CMO moving average strategy.

3. Evaluate recent performance dynamically and adjust parameters accordingly.

Optimization Directions

This strategy can be improved from the following aspects:

1. Use machine learning algorithms to automatically optimize the combo weights.

2. Add adaptive tuning modules to dynamically optimize parameters.

3. Add stop loss modules to effectively control risks.

4. Evaluate the robustness of the strategy and improve pattern recognition algorithms.

5. Incorporate industry selection, fundamentals and other factors.

Conclusion

This strategy forms an effective combo trading system from two highly complementary strategies - the 123 Reversal and the CMO moving average. With proper risk control, it can generate stable alpha returns. As the algorithms and models continue to be upgraded, the profitability and stability of this strategy is expected to be further improved.