Kotrenin,
you are essentially saying that the pilot is not allowed to apply throttle. Because if he does, the plane will take off, thus violating your interpretation of the conditions in the original statement.
But the original statement do allow movement:
"The conveyor belt is designed to exactly match the speed of the wheels at any given time, moving in the opposite direction of rotation"
Movement will only happens if he apply throttle, and if he does - he will take off. There now seems to be a problem with the matching speed condition, so there must be slip between the wheels and conveyor. Or - since speed is defined relative to the observers position, we could be observing from a vehicle driving faster than the conveyor but slower than the plane.
This reminds me of Zeno's "Achilles and the Tortoise" paradox - we know what will happen in reality, therefore we must understand the shortcomings of the paradox. It's not reallity that is broken.