Question: The Navy uses a certain type of vacuum tube in a sonar scanning device. Based on past experience, the vacuum tube exhibits the following failure pattern:
Failures during operation cost $200 each, but the tube can be replaced before failure for $50. Find the optimal replacement strategy.