Definitions
In plain terms
It bounds the adaptive coefficient toward a more responsive update when efficiency is high.
Technical
The period-to-alpha convention, allowed parameter ordering, precision, and effective version must be explicit.
Scope
Fast describes the parameter bound, not guaranteed reaction on every observation.
Formula
Fast SC = 2 / (fast period + 1)SC_f=\frac{2}{n_f+1}| Symbol | Meaning | Unit |
|---|---|---|
n_f | declared fast period | observations |
Output unit: ratio
Examples
- A governed lesson uses Fast Smoothing Constant only with declared inputs, timing, parameters, and edge-case behavior.
Common misconceptions
- Fast describes the parameter bound, not guaranteed reaction on every observation.
Concept relationships
Prerequisites
Required by
Where this concept is used
Tutorials planned
These catalogued topics use this concept, but their complete build has not shipped yet.
- D07-F01-A08 Important
Evidence and governance
- Kaufman Adaptive Moving Average TA-Lib · first party technical publication
Supports: preferred label, short definition, technical definition, formula
Limits: Implementation seeding, readiness, and parameter defaults must be frozen for reproducible parity.
- Reviewed by
- fintech-builder-batch-006
- Last reviewed
- 2026-07-27
- Next review
- 2027-07-27
- Record status
- published
