Although the Saddlers' groundstaff had several braziers alight to try and thaw the surface, referee Matt Haywood called the game off at 2.05pm.
No new date has been arranged for the fixture.
Wayne Rooney has returned to Everton after 13 years at Manchester United.
Germany defender Antonio Rudiger has joined Chelsea from Roma on a five-year contract.
Wayne Rooney has returned to Everton after a record-breaking career at Manchester United.