TECHNICAL CHALLENGES
Time, connections
and a wider search.
The flow document identifies indirect flights and waiting time between connections as calculation challenges. Different airport time zones also need to be accounted for when comparing journey durations.
It also considers whether travelling farther on the ground to catch a direct flight could be quicker than using a nearer airport with a connecting flight. Expanding the candidate airports creates more combinations to evaluate.
RESEARCH BOUNDARIES
A bounded comparison,
not a universal fastest-route claim.
The documented approach limits the nearby-airport shortlist to five to control API usage and calculation scope. It also uses large airports from the source dataset as its initial example.
Ground-route coverage, available flight data and the chosen airport shortlist constrain the comparison. The project explores candidate journeys within those limits; it does not establish that every possible route has been searched.
This case study describes the supplied interface and research workflow. It does not claim independently verified travel-time improvements, production availability or a flight-booking capability.