CombinedBinHAndCluc2021 Strategy Analysis

Strategy #: #106 (6th in Batch 11) Strategy Type: Bollinger Bands + Triple Strategy Combination Timeframe: 5 Minutes (5m)

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I. Strategy Overview

CombinedBinHAndCluc2021 is a triple-strategy combination trading strategy that combines the buy logics of BinHV45, ClucMay72018, and BBRSI. The strategy uses "OR gate" logic for buy signal composite filtering, focusing on capturing deeply oversold after Bollinger Band convergence.

Core Features

Feature	Description
Buy Conditions	3 strategies combined (BinHV45 + ClucMay72018 + BBRSI)
Sell Conditions	2 modes: Technical signal (price > BB middle band) + ROI exit
Protection Mechanism	Hard stop-loss -9% + Low ROI exit
Timeframe	5 Minutes
Dependencies	TA-Lib, technical
Special Features	Multi-strategy logic combination, three Bollinger Band systems

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II. Strategy Configuration Analysis

2.1 Basic Risk Parameters

# ROI Exit Table
minimal_roi = {
    "0": 0.01    # Immediate exit: 1% profit
}

# Stop-Loss Settings
stoploss = -0.09  # -9% hard stop-loss

Design Philosophy:

• Ultra-Low ROI: Only 1% ROI, pursuing fast high-frequency turnover.
• Loose Stop-Loss: -9% hard stop, giving sufficient fluctuation space.
• Short-Term Thinking: Suitable for fast trades in high-volatility markets.

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III. Entry Conditions Details

3.1 Entry Logic (Strategy 1: BinHV45)

# BinHV45 Strategy Entry Conditions
(
    lower.shift().gt(0) &                          # Previous BB lower band > 0
    bbdelta.gt(close * 0.008) &                    # BB width > 0.8%
    closedelta.gt(close * 0.0175) &                # Price change > 1.75%
    tail.lt(bbdelta * 0.25) &                     # Lower wick < 25% of width
    close.lt(lower.shift()) &                      # Current price < previous lower band
    close.le(close.shift())                        # Current price <= previous close
)

Logic Analysis: Price deeply breaks Bollinger Band, forming a hammer pattern, and the market has sufficient fluctuation space.

3.2 Entry Logic (Strategy 2: ClucMay72018)

# ClucMay72018 Strategy Entry Conditions
(
    close < ema100 &                               # Price < EMA100
    close < 0.985 * bb_lowerband &                # Price < BB lower band × 0.985
    volume < volume_mean_slow.shift(1) * 20        # Volume < avg × 20
)

Logic Analysis: Price deeply breaks Bollinger Band and is below EMA100, with normal volume (not main operator selling).

3.3 Entry Logic (Strategy 3: BBRSI)

# BBRSI Strategy Entry Conditions
(
    rsi < 12 &                                   # RSI < 12 (deeply oversold)
    close < bb_lowerband4                        # Price < 4σ BB lower band
)

Logic Analysis: Extreme oversold state, extremely high rebound probability.

3.4 Combination Logic

# Any of the three strategies triggers a buy
(BinHV45 conditions) | (ClucMay72018 conditions) | (BBRSI conditions)

Explanation: Three strategy logics connected by OR — buy when any one is satisfied. This design ensures capturing oversold opportunities under different market states.

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IV. Exit Conditions Details

4.1 Technical Sell: Bollinger Middle Band Breakout

# Sell Condition
dataframe.loc[
    (close > bb_middleband),  # Price > BB middle band
    "sell",
] = 1

Logic Analysis: Price reverts from lower band to middle band, mean reversion process complete, triggers sell.

4.2 ROI Exit

minimal_roi = {"0": 0.01}  # 1% profit immediately exits

Explanation: Ultra-low threshold, paired with technical signals for fast exit. Pursues high-frequency turnover, accumulates small wins.

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V. Technical Indicator System

5.1 Core Indicators

Indicator Category	Specific Indicators	Parameters	Purpose
Volatility Indicator	Bollinger Bands	40 period, 2σ	BinHV45 strategy
Volatility Indicator	Bollinger Bands	20 period, 2σ	ClucMay72018 strategy
Volatility Indicator	Bollinger Bands	20 period, 4σ	BBRSI strategy (extreme oversold)
Trend Indicator	EMA	100 period	Trend filtering
Momentum Indicator	RSI	Default	Overbought/oversold judgment
Volume	Volume MA	30 period rolling	Volume filtering

5.2 Multi-Bollinger Band System

The strategy uses three independent Bollinger Band systems covering different market states:

Bollinger Band	Period	Std Dev	Strategy	Capture Level
BB1	40	2	BinHV45	General oversold
BB2	20	2	ClucMay72018	Short-term oversold
BB4	20	4	BBRSI	Extreme oversold (deep discount)

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VI. Risk Management Features

6.1 Hard Stop-Loss

stoploss = -0.09  # -9%

Explanation: Loose stop-loss design, giving price sufficient fluctuation space, suitable for high-volatility markets.

6.2 Low ROI Fast Exit

minimal_roi = {"0": 0.01}  # 1%

Function: 1% profit can exit, pursuing fast turnover. Paired with technical signals (price reverts to middle band) for fast liquidation. Suitable for short-term operation "accumulate small wins" philosophy.

6.3 Volume Filtering

volume < volume_mean_slow.shift(1) * 20

Function: Excludes abnormally high volume, prevents being misled by market manipulation or false breakouts.

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VII. Strategy Pros & Cons

Pros

1. Multi-Strategy Combination: 3 classic strategy logics, covering different scenarios, improving signal reliability.
2. Extreme Oversold Capture: BBRSI conditions capture extreme oversold opportunities, extremely high rebound probability.
3. Fast Turnover: 1% ROI + middle band exit, high capital utilization.
4. Pattern Recognition: BinHV45 mode effectively identifies hammer patterns.
5. Moderate Computation: Though using three Bollinger Band systems, calculation logic is concise.

Cons

1. No Trend Filtering: No long-term trend judgment, may counter-trend buy in downtrends.
2. No BTC Correlation: Does not detect Bitcoin market trends.
3. Low ROI: 1% may exit trending markets prematurely.
4. Timeframe Limitation: Only applicable to 5-minute level.
5. Multi-Bollinger Calculation: Three Bollinger Band systems increase computation.

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VIII. Applicable Scenarios

Market Environment	Recommended Configuration	Description
High-Volatility Market	Strongly recommended	Loose stop-loss suitable for high volatility
Volatile Market	Recommended	Mean reversion logic suitable for volatile markets
Unilateral Uptrend	Use cautiously	May miss subsequent rally
Unilateral Downtrend	Pause	No trend filtering, may lose consecutively
Low-Volatility Market	Not recommended	Signals scarce, ROI hard to achieve

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IX. Applicable Market Environment Details

9.1 Core Strategy Logic

• Multi-Strategy Combination: BinHV45 + ClucMay72018 + BBRSI three logics.
• Deep Oversold Capture: Captures opportunities when price deeply breaks Bollinger Bands.
• Fast Exit: Price reverts to middle band or 1% profit immediately exits.
• Mean Reversion: Based on belief that price will always revert to the mean.

9.2 Performance in Different Market Environments

Market Type	Rating	Analysis
Bull Rally	★★★★★	Deeply oversold then rebound probability extremely high
Wide Volatile	★★★★☆	Mean reversion suitable for volatile markets
Downtrend	★★☆☆☆	No trend filtering, may counter-trend buy
Extreme Sideways	★★★☆☆	Too little fluctuation, signals reduce

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X. Summary

CombinedBinHAndCluc2021 is a mature multi-strategy combination trading strategy. Its core value lies in:

1. Triple Strategy Combination: BinHV45 + ClucMay72018 + BBRSI three classic logics complement each other.
2. Deep Oversold Capture: Multi-layer captures when price deeply breaks Bollinger Bands.
3. Extreme Signal Identification: BBRSI conditions identify extreme oversold, extremely high rebound probability.
4. Fast Turnover: 1% ROI + middle band exit, pursuing accumulation of small wins.
5. Clean and Efficient: Code logic clear, easy to understand and modify.

Usage Suggestions:

• Suitable for investors with some quantitative trading experience.
• Suggest using in volatile or high-volatility markets.
• Use cautiously or pause in downtrends.
• Conduct sufficient backtesting verification before live trading.
• Can adjust ROI parameters based on market conditions.