The best option for obtaining a random sample of lamps to be inspected is:
100 lamps on each floor chosen randomly.
This choice ensures that every floor of the hotel is equally represented in the sample, which is important for making an accurate estimation of the total number of lamps that need a new light bulb across the entire hotel. The other options either focus on specific types of rooms or a limited number of floors, which could lead to bias in the sample.