GKD-C KAMA w/ Jurik Fractal Dimension [Loxx]

2023年3月5日

Giga Kaleidoscope KAMA w/ Jurik Fractal Dimension is a Confirmation module included in Loxx's "Giga Kaleidoscope Modularized Trading System".

█ Giga Kaleidoscope Modularized Trading System

What is Loxx's "Giga Kaleidoscope Modularized Trading System"?

The Giga Kaleidoscope Modularized Trading System is a trading system built on the philosophy of the NNFX (No Nonsense Forex) algorithmic trading.

What is an NNFX algorithmic trading strategy?

The NNFX algorithm is built on the principles of trend, momentum, and volatility. There are six core components in the NNFX trading algorithm:

1. Volatility - price volatility; e.g., Average True Range, True Range Double, Close-to-Close, etc.
2. Baseline - a moving average to identify price trend
3. Confirmation 1 - a technical indicator used to identify trends
4. Confirmation 2 - a technical indicator used to identify trends
5. Continuation - a technical indicator used to identify trends
6. Volatility/Volume - a technical indicator used to identify volatility/volume breakouts/breakdown
7. Exit - a technical indicator used to determine when a trend is exhausted

How does Loxx's GKD (Giga Kaleidoscope Modularized Trading System) implement the NNFX algorithm outlined above?

Loxx's GKD v1.0 system has five types of modules (indicators/strategies). These modules are:

1. GKD-BT - Backtesting module (Volatility, Number 1 in the NNFX algorithm)
2. GKD-B - Baseline module (Baseline and Volatility/Volume, Numbers 1 and 2 in the NNFX algorithm)
3. GKD-C - Confirmation 1/2 and Continuation module (Confirmation 1/2 and Continuation, Numbers 3, 4, and 5 in the NNFX algorithm)
4. GKD-V - Volatility/Volume module (Confirmation 1/2, Number 6 in the NNFX algorithm)
5. GKD-E - Exit module (Exit, Number 7 in the NNFX algorithm)

(additional module types will added in future releases)

Each module interacts with every module by passing data between modules. Data is passed between each module as described below:

GKD-B => GKD-V => GKD-C(1) => GKD-C(2) => GKD-C(Continuation) => GKD-E => GKD-BT

That is, the Baseline indicator passes its data to Volatility/Volume. The Volatility/Volume indicator passes its values to the Confirmation 1 indicator. The Confirmation 1 indicator passes its values to the Confirmation 2 indicator. The Confirmation 2 indicator passes its values to the Continuation indicator. The Continuation indicator passes its values to the Exit indicator, and finally, the Exit indicator passes its values to the Backtest strategy.

This chaining of indicators requires that each module conform to Loxx's GKD protocol, therefore allowing for the testing of every possible combination of technical indicators that make up the six components of the NNFX algorithm.

What does the application of the GKD trading system look like?

Example trading system:

• Backtest: Strategy with 1-3 take profits, trailing stop loss, multiple types of PnL volatility, and 2 backtesting styles
  
• Baseline: Hull Moving Average
  
• Volatility/Volume: Volatility Ratio as shown on the chart above
  
• Confirmation 1: KAMA w/ Jurik Fractal Dimension as shown on the chart above
  
• Confirmation 2: Williams Percent Range
  
• Continuation: Fisher Transform
  
• Exit: Rex Oscillator
  

Each GKD indicator is denoted with a module identifier of either: GKD-BT, GKD-B, GKD-C, GKD-V, or GKD-E. This allows traders to understand to which module each indicator belongs and where each indicator fits into the GKD protocol chain.

Giga Kaleidoscope Modularized Trading System Signals (based on the NNFX algorithm)

Standard Entry
1. GKD-C Confirmation 1 Signal
2. GKD-B Baseline agrees
3. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
4. GKD-C Confirmation 2 agrees
5. GKD-V Volatility/Volume agrees

Baseline Entry
1. GKD-B Baseline signal
2. GKD-C Confirmation 1 agrees
3. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
4. GKD-C Confirmation 2 agrees
5. GKD-V Volatility/Volume agrees
6. GKD-C Confirmation 1 signal was less than 7 candles prior

Continuation Entry
1. Standard Entry, Baseline Entry, or Pullback; entry triggered previously
2. GKD-B Baseline hasn't crossed since entry signal trigger
3. GKD-C Confirmation Continuation Indicator signals
4. GKD-C Confirmation 1 agrees
5. GKD-B Baseline agrees
6. GKD-C Confirmation 2 agrees

1-Candle Rule Standard Entry
1. GKD-C Confirmation 1 signal
2. GKD-B Baseline agrees
3. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
Next Candle:
1. Price retraced (Long: close < close[1] or Short: close > close[1])
2. GKD-B Baseline agrees
3. GKD-C Confirmation 1 agrees
4. GKD-C Confirmation 2 agrees
5. GKD-V Volatility/Volume agrees

1-Candle Rule Baseline Entry
1. GKD-B Baseline signal
2. GKD-C Confirmation 1 agrees
3. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
4. GKD-C Confirmation 1 signal was less than 7 candles prior
Next Candle:
1. Price retraced (Long: close < close[1] or Short: close > close[1])
2. GKD-B Baseline agrees
3. GKD-C Confirmation 1 agrees
4. GKD-C Confirmation 2 agrees
5. GKD-V Volatility/Volume Agrees

PullBack Entry
1. GKD-B Baseline signal
2. GKD-C Confirmation 1 agrees
3. Price is beyond 1.0x Volatility of Baseline
Next Candle:
1. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
3. GKD-C Confirmation 1 agrees
4. GKD-C Confirmation 2 agrees
5. GKD-V Volatility/Volume Agrees

█ KAMA w/ Jurik Fractal Dimension

What is KAMA w/ Jurik Fractal Dimension?
KAMA (Kaufman Adaptive Moving Average) with Jurik Fractal Dimension is a technical analysis indicator that combines the Kaufman Adaptive Moving Average (KAMA) with the Jurik Fractal Dimension indicator.

The KAMA is a type of moving average that is designed to adapt to changes in market volatility and trend. It is calculated by adjusting the smoothing period of an exponential moving average based on the volatility of the asset being analyzed. This makes the KAMA more responsive to changes in price than traditional moving averages, while still providing a stable trend line that reduces lag.

The Jurik Fractal Dimension indicator is a measure of the "fractality" of price movements. It is based on the idea that market prices are fractal in nature, meaning that they exhibit self-similar patterns across different time frames. The Jurik Fractal Dimension indicator measures the degree of fractality in price movements, with higher values indicating more complex and unpredictable price patterns.

By combining the KAMA with the Jurik Fractal Dimension indicator, traders can generate more accurate buy and sell signals. The KAMA helps to identify trends, while the Jurik Fractal Dimension indicator helps to filter out false signals by identifying whether price movements are trending or non-trending. This can help traders to avoid entering trades during periods of low volatility or when markets are trading sideways.

Overall, KAMA with Jurik Fractal Dimension is a sophisticated technical analysis tool that can help traders to identify trends and make more informed trading decisions. However, it is important to note that no indicator is foolproof and traders should always use multiple tools and strategies to confirm their trading decisions.

Requirements

Inputs
Confirmation 1 and Solo Confirmation: GKD-V Volatility / Volume indicator
Confirmation 2: GKD-C Confirmation indicator

Outputs
Confirmation 2 and Solo Confirmation: GKD-E Exit indicator
Confirmation 1: GKD-C Confirmation indicator
Continuation: GKD-E Exit indicator

Additional features will be added in future releases.

2023年4月13日

版本注释

Upgraded to relax signal rules. This only applies to the Full GKD systems. All settings for signals are controlled by the Confirmation 2 indicator. So this means when you build a Full GKD system, the C2 indicator controls the relaxation of all signals including the Continuation indicator that you are required to add on top of the C2 indicator the full GKD system.

Added the following signal types:
Volatility/Volume Entry
1. GKD-V Volatility/Volume signal
2. GKD-C Confirmation 1 agrees
3. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
4. GKD-C Confirmation 2 agrees
5. GKD-B Baseline agrees
6. GKD-C Confirmation 1 signal was less than 7 candles prior

1-Candle Rule Volatility/Volume Entry
1. GKD-V Volatility/Volume signal
2. GKD-C Confirmation 1 agrees
3. Price is within a range of 0.2x Volatility and 1.0x Volatility of the Goldie Locks Mean
4. GKD-C Confirmation 1 signal was less than 7 candles prior
Next Candle:
1. Price retraced (Long: close < close or Short: close > close)
2. GKD-B Volatility/Volume agrees
3. GKD-C Confirmation 1 agrees
4. GKD-C Confirmation 2 agrees
5. GKD-B Baseline agrees

Added the following backtest options
-Super Complex allows for the creation of a GKD system without Confirmation 2 indicator. This backtest type requires the addition of a GKD-C Confirmation indicator
-Stacked allows for the creation of infinitely stackable GKD-C indicators. This is useful for combining two GKD-C indicators to test their synergy together before using these indicators in a full GKD system.

2023年4月14日

版本注释

Updated to handle GKD-V stacks

2023年4月15日

版本注释

Added volatility signals to continuation signal qualifiers.

Added Confirmation 1 + Confirmation 2 backtesting. This allows you to backtest C1 with C2 indicators together without setting up the full GKD system. In the GKD system, the C2 indicator acts as a minor trend filter while the C1 indicator delivers the actual signals and entries. This new backtest allows you to test the entries and signals from the C1 indicator while using the C2 indicator as the macrotrend filter.

2023年5月7日

版本注释

Updated for new GKD backtests.

2023年5月12日

版本注释

Additions and Subtractions:

-All signal logic has been transferred to the new GKD-BT Backtests. You can access these backtests using the links provided below:

GKD-BT Giga Confirmation Stack Backtest:

GKD-BT Giga Stacks Backtest:

GKD-BT Full Giga Kaleidoscope Backtest:

GKD-BT Solo Confirmation Super Complex Backtest:

GKD-BT Solo Confirmation Complex Backtest:

GKD-BT Solo Confirmation Simple Backtest:

-Removed all Confirmation Type options except for "Confirmation" and "Continuation." The "Continuation" type is only used in GKD-BT Solo Confirmation Super Complex Backtest and GKD-BT Full Giga Kaleidoscope Backtest when selecting a Confirmation indicator.

-Added new signal plots based on the selected Confirmation Type. For the "Confirmation" type, only initial Longs and Shorts will be displayed on the indicator. For the "Continuation" type, both initial and continuation signals will be displayed. In both cases, if multiple signal types are present (e.g., middle cross, signal cross), these signals can be controlled using the "Signal Type" option.

-Implemented code optimizations to enhance the rendering speed of signals.

-Streamlined the export process by generating only a single value for export to other indicators or backtests. This exported value is named "Input into NEW GKD-BT Backtest."

2023年6月5日

版本注释

Updated for multi-ticker GKD.

2023年6月27日

版本注释

Updated for GKD optimizer.