Design parameter spaces, choose realistic objectives, validate with walk-forward and stress tests, and see how cloud optimization accelerates robust results.
Parameterization defines what you search; objectives define what you value.
Avoid huge spaces; optimize for stability, not just peak PF.
GrossProfit / GrossLoss — Simple ratio of wins to losses.
AvgTradeReturn / StdDevTradeReturn — Risk-adjusted return (simplified).
CAGR / (1 + MaxDD) — Growth rate penalized by drawdown.
Equity Slope × R² or Positive Months % — Consistency over time.
Optimize for Profit Factor (PF).
Optimize on past windows, validate on forward windows; cover multiple market regimes.
4 folds: IS 12m → OOS 3m × 4; total tested 60m
Pass/Fail: Fold PF ≥ 1.2 and Max DD ≤ 15%
Validation Grid:
| Regime | EURUSD H1 | GBPUSD H1 |
|---|---|---|
| low | ✓ | ✓ |
| mid | ✓ | ✓ |
| high | ✓ | ✓ |
If small changes break results, you don't have a robust edge.
1024-core distributed evaluation → hours to minutes.
Scenario testing baked in: spreads, slippage, swaps, volatility regimes.
Auto-adaptation: pick parameter sets per regime; schedule re-optimization.
Integrated with EASY Analytics (70+ metrics) for analysis and alerts.
Parameter Space:
0 combinations
Objective:
Not selected
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Test your understanding with 3 questions. Pass with 2/3 correct.