CombinedBinHAndClucHyperV0 Strategy: The Hyperparameter-Optimized "Twin Swords Combined"

Nickname: Super Evolved Twin Swords Combined Profession: 1-Minute High-Frequency Trading + Hyperparameter Optimization Player Feature: 12 parameters to tweak — you brave enough?

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1. What's This Strategy?

CombinedBinHAndClucHyperV0 literally means "Combined Bollinger Bands and Cluc Hyperparameter Optimized Version V0."

Simply put:

• Two old strategies BinHV45 and ClucMay72018 forcibly merged together
• Whichever one says buy, you listen (OR gate logic)
• Here's the key: This is a "super evolved version" with 12 parameters you can freely adjust!
• Timeframe is 1 minute, "fast"!

Think of it as a general with two super military advisors: "Advisor A says buy, buy! Advisor B says buy, also buy! And I can adjust their judgment standards based on market conditions anytime!" 🧙‍♂️⚡

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2. Core Settings: So Many Parameters Your Scalp Will Tingle

Take-Profit Rules (Staged)

At 0 minutes:    Make 10%? → Run!
After 30 mins:  Make 5%? → Run!
After 60 mins:  Make 2%? → Run!

Plain English: High bar initially (10%), lower requirement as time passes (2%) — time space!

Stop-Loss Rules

Lose 10%? → Cut!

Plain English: Allowing 10% loss, giving you enough rope!

Trailing Stop

Activates after profit exceeds 0.8%

Plain English: Don't celebrate too early after making money — if profit drops below 0.8%, run!

Adjustable Parameters (12!)

Parameter	Default	Meaning
buy_a_bbdelta_rate	0.016	How wide BB must be to buy
buy_a_closedelta_rate	0.0088	How big the fluctuation must be to buy
buy_a_tail_rate	0.9	How short the wick must be to buy
buy_a_time_window	21	How many days to look at for BB
buy_a_min_sell_rate	1.03	Sell safety cushion
buy_b_close_rate	0.979	How far from BB lower band to buy
buy_b_ema_slow	50	How many days to look at for MA
buy_b_time_window	20	BB period
buy_b_volume_mean_slow_window	30	How many days to look at for volume MA
buy_b_volume_mean_slow_num	20	How many times volume shrinks
sell_bb_middleband_window	91	How many days to look at for BB to sell
sell_trailing_stop_positive_offset	0.008	Trailing stop trigger point

Plain English: This is why it's called Hyper (hyperparameter optimization) version — so many parameters you can't even remember them all! 😅

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3. Entry Conditions: 2 Modes, Either One Works

This strategy has two buy modes — buy when either is satisfied:

🎯 Mode 1: BinHV45 (Hammer Pattern Plus)

Trigger Conditions (optimized version):

1. BB width wide enough (> 1.6% of close)
2. Price fluctuation large enough (> 0.88% of close)
3. Lower wick short (< 90% of width)
4. Close breaks below BB lower band
5. Close lower than previous
6. BB middle band above 1.03× close

Plain English:

"Price dropped below BB, and it's a hammer pattern (short lower wick), plus BB middle band is supporting above — isn't this stable? Buy it!"

🎯 Mode 2: ClucMay72018 (Shrinking Volume Rebound Plus)

Trigger Conditions (optimized version):

1. Price below EMA50
2. Price < 97.9% of BB lower band
3. Volume extremely low (< 1/20th of average)

Plain English:

"Price dropped below BB, nobody's trading (ground volume), isn't this abnormal? Buy it!"

Summary: Both modes essentially say the same thing — "Price dropped below BB, might rebound!"

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4. Protection Mechanisms: Triple Protection

This strategy's protection is relatively comprehensive:

Protection Type	Trigger	Plain English
Hard Stop-Loss	Lose 10%	"Lost 10%, don't hold, bail out!"
ROI Take-Profit	Make 10%/5%/2%	"Exit in stages, don't be greedy!"
Trailing Stop	Profit exceeds 0.8%	"Made money, don't give it back, activate protection!"

Plain English: Triple protection — you scared yet! 😅

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5. Exit Logic: Multiple Options

Technical Sell: Breaking BB Middle Band

Price > BB middle band (91-day MA)

Plain English:

"Price rose to BB middle band, transitioned from downtrend to consolidation — run!"

Other Exit Options

Exit Type	Trigger
ROI Take-Profit	10% (immediate) / 5% (after 30 mins) / 2% (after 60 mins)
Trailing Stop	Profit drops below 0.8%
Stop-Loss	Lose 10%

Plain English: So many exit options, can't remember? My advice — just remember "run"! 🏃‍♂️

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6. Strategy "Personality"

Personality Analysis

Trait	Description
Aggressive	1-minute level itself is high-frequency aggressive
Greedy	Doesn't run until 10%, has big appetite
Cautious	Doesn't cut until 10%, gives opportunities
Flexible	12 parameters adjustable, adaptable
Complex	Two systems superimposed, many parameters

Who's It For?

• ✅ People who like high-frequency trading
• ✅ People with Hyperopt optimization experience
• ✅ People who can accept 10% stop-loss
• ✅ People with low trading fees (high-frequency needs!)
• ❌ Beginner newcomers (too many parameters will overwhelm)
• ❌ People with high fees (1-minute level gets eaten by fees)
• ❌ People who like long-term holding

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7. Applicable Scenarios

✅ Recommended Scenarios

1. High-Frequency Trading: Just playing 1-minute level
2. High-Volatility Markets: Many opportunities when price jumps around
3. Parameter Optimization: Want to find optimal parameters via Hyperopt
4. Multi-Coin Allocation: Run multiple pairs simultaneously
5. Strategy Combination: Use with other strategies

❌ Not Recommended Scenarios

1. High Fees: 1-minute level trades too frequently, fees hurt
2. Low-Volatility Markets: 1 minute with no movement = watching a show
3. Unilateral Uptrend: May miss rally
4. Unilateral Downtrend: Easily stopped out

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8. Summary

CombinedBinHAndClucHyperV0 = BinHV45 + ClucMay72018 + 12 Adjustable Parameters

Item	Value
Buy Modes	2 (either one)
Adjustable Parameters	12
Take-Profit	10%/5%/2% staged
Stop-Loss	10%
Trailing Stop	0.8% activation
Timeframe	1 Minute
Complexity	⭐⭐⭐⭐ (Complex)

One-Line: Two strategies combined + 12 parameters to adjust = 1-minute high-frequency trading nuclear weapon! But — you gotta know how to tune parameters! 😅

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9. Market Performance

Ideal Situations

• ✅ Excellent performance in high-volatility markets
• ✅ Captured effective hammer patterns
• ✅ Rebounded after shrinking volume
• ✅ Found best configuration after parameter optimization

Not Ideal Situations

• ❌ High fees eat all profits
• ❌ May get stopped out consecutively in unilateral downtrends
• ❌ False breakouts happen
• ❌ Parameter optimization overfits historical data

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10. Configuration Suggestions

Beginner Suggestions (Conservative Configuration)

# Don't tweak parameters first, use defaults
minimal_roi = {"0": 0.05, "30": 0.03}  # Lower expectations
stoploss = -0.08           # Cut at 8%
trailing_stop_positive_offset = 0.005  # Activate trailing earlier
max_open_trades = 1        # Only play 1

Plain English: Beginners, don't tweak parameters — use defaults! Otherwise you'll die without knowing how! 😅

Veteran Configuration (Aggressive)

# After Hyperopt optimization
minimal_roi = {"0": 0.15, "60": 0.08}  # Higher targets
stoploss = -0.12           # Cut at 12%
trailing_stop_positive_offset = 0.015  # Give more room
max_open_trades = 3        # Play 3

Plain English: Veterans go wild, but remember to run Hyperopt!

My Suggestions

1. Don't tweak parameters first: Run with defaults for a while
2. Use Hyperopt: Run hundreds of rounds to find optimal parameters
3. Start with small position: Try with pocket change first
4. Watch fees: Fee over 0.2%? Don't play
5. Review regularly: Check strategy performance weekly
6. Don't over-optimize: Don't tune parameters too "perfect" — or you'll crash!

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11. Bonus

Strategy Founder

This strategy was written by iterativ, a quantitative player who likes combining multiple strategies and tweaking parameters.

Strategy Evolution

Version	Characteristics
Basic Version	CombinedBinHAndCluc
V7	Added more modes
HyperV0	Hyperparameter optimized version (this article)
HyperV3	Higher version of optimization

What's Special About This Version?

1. 12 Adjustable Parameters: This is the signature of the Hyper version
2. 1-Minute Level: More aggressive than 5 minutes
3. Custom Stop-Loss: Considers slippage, more precise
4. Trailing Stop: Let profits run

Fun Facts

• 1-minute backtesting needs lots of data to be reliable
• One round of Hyperopt can take hours to days
• Not more parameters = better — easy to overfit!

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12. The Bottom Line

Mindset When Using This Strategy:

1. Don't randomly tweak parameters: Beginners use defaults, veterans use Hyperopt
2. Watch fees: 1-minute level is extremely sensitive to fees!
3. Don't be greedy: 10% and run, don't dream of overnight riches
4. Don't fear losses: 10% stop-loss is normal loss
5. Don't slack: Review regularly, check strategy performance

Remember: High-frequency strategy + random parameter tweaking = losing money! 🤑

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⚠️ Risk Reminder

Main Risks

Risk	Likelihood	Consequence
Fees Eat Profits	Extremely High	The fatal wound of high-frequency trading
Consecutive Stop-Outs	Medium	Account drawdown
Parameter Overfitting	High	Perfect backtest, poor live
False Breakout	High	Bought at the top
Missing Rally	Medium	Missed profit

Risk Control Suggestions

1. Check fees first: Abandon exchanges with fees over 0.15%
2. Use default parameters: Beginners don't tweak, wait until familiar
3. Don't over-optimize: Hyperopt parameters may just be "historically optimal"
4. Set stop-loss: Don't be sentimental, cut at 10%
5. Diversify investment: Don't full-position one coin
6. Paper trade: Run months of paper trading before live
7. Watch the market: Good in bull markets, careful in bear markets
8. Review regularly: Check monthly strategy performance

Most Important One Line

High-frequency strategy plays execution, not parameters! Fees are your biggest enemy! Learn to respect the market, learn to accept losses.

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Happy trading everyone! Remember: Stay steady, we can win! 🚀💰

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Appendix: Default Parameters (For Reference)

buy_params = {
    'buy_a_bbdelta_rate': 0.0160,
    'buy_a_closedelta_rate': 0.0088,
    'buy_a_tail_rate': 0.9,
    'buy_a_time_window': 21,
    'buy_a_min_sell_rate': 1.03,
    'buy_b_close_rate': 0.979,
    'buy_b_time_window': 20,
    'buy_b_ema_slow': 50,
    'buy_b_volume_mean_slow_num': 20,
    'buy_b_volume_mean_slow_window': 30,
}

sell_params = {
    'sell_bb_middleband_window': 91,
    "sell_trailing_stop_positive_offset": 0.008,
}