In addition to just searching Amazon, also remember to search:
http://www.usni.org/ (The US Naval Institute) and
http://www.usni.org/press/press.html (the Book Publishing section)
The US Naval Institute has LOTS on all eras of naval history, but mostly WWII and modern.
I agree with many of the recomendations above. I would also mention an odd book: "A Handful of Emeralds" by Joseph Meredith. This is at usni.org press.
Meredith was an officer in WWII, but then immediately after the war (late 1940s) commanded a DE in the western Pacific. In this book he revisits the WWII battle sites, particularly the Marianas. He is the US Marshal, the tow truck for stranded ships, the game warden, the ambulance and the only authority for hundreds of miles in any direction as a young officer commanding his own (small) ship.
Highly recommended for its flavor of being at sea and all alone, and for the views of Saipan etc right after the war. More like "Mr. Roberts" than a history, but a true account/