Scoring Mechanics & Physics

Transparent Scoring Methodology

How RIASTRIP OS calculates biological fatigue, cost creep, operational chaos, and travel regret.

Deterministic Consequence Calculation

Unlike booking engines that focus purely on ticket price, RIASTRIP OS audits the physical, physiological, and financial consequences of a journey before capital commitment.

1. Biological Fatigue Index (0 – 100)

Calculated using total flight airtime, timezone deltas, red-eye departure penalties (+35% strain multiplier), transit hops, and layover hours.

Formula: F = min(100, (Airtime × 1.8) + (SleepDeficit × 4.5) + (TimezoneDelta × 3.8) + (RedEyeMultiplier))

2. Operational Chaos Index (0 – 100)

Measures transit risk from tight connection windows (<90 minutes), non-alliance interline baggage transfers, and overnight airport latency.

3. Cost Creep & Hidden Expense Estimate

Forecasts unbudgeted expenditure resulting from extended airport layovers, ground transport surge pricing, and emergency connection buffer costs.

4. Regret Composite Index (0 – 100)

Weighted synthesis of biological strain (35%), cost creep (35%), and operational chaos (30%).

Formula: Regret = 0.35(Fatigue) + 0.35(CostCreep) + 0.30(Chaos)
Important Engine Limitations & Disclaimers
  • Scores represent estimated planning risk based on available itinerary inputs.
  • Outputs are NOT medical, financial, or guaranteed legal advice.
  • Individual circadian tolerance, health history, and budget thresholds vary per traveler.
  • Users must verify airline schedules, baggage policies, and visa entry rules independently.