LONDON — Edinburgh Airport was shut down by an unspecified information technology issue Sunday afternoon, causing headaches for passengers at the start of the busy holiday travel season.

Flights at Edinburgh Airport were grounded on Sunday after an IT problem within air traffic control. It was the latest problem to hit the airport, with fuel tanker drivers based there planning to ...