Dynamic programming model for optimal pit stop timing, tire compound selection, and undercut/overcut analysis
Strategy optimization features
Calculate the optimal lap for pit stops based on tire degradation, track position, and gap analysis.
Recommend optimal tire compound for each stint based on remaining laps and track conditions.
Real-time assessment of whether pitting now or staying out will gain or lose positions.
Compare one-stop, two-stop, and three-stop strategies with time predictions.
"If Driver X pits now, where will they emerge?" scenario analysis.
Alerts when drivers approach performance cliff based on tire age and degradation curve.
How the Strategy Optimizer is used
Live Race Strategy - Real-time pit window recommendations during live race sessions
Pre-Race Planning - Develop optimal race strategies before the start based on predicted conditions
What-If Scenarios - Explore alternative strategies and their potential outcomes
Broadcast Analysis - Provide strategy insights for race commentary and analysis
Post-Race Review - Analyze strategy decisions and compare with optimal alternatives
App
Real-time motorsport analytics platform with live timing and AI insights.
ML Model
Predicts tire performance curves and cliff points by compound.
ML Model
XGBoost model for race finish predictions with confidence scoring.
See how the Strategy Optimizer can enhance your race strategy analysis
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