James Garner says that this is his favorite of his movies.
According to screenwriter Joe Eszterhas's 2004 autobiography "American Animal", producer Martin Ransohoff removed director William Wyler from the picture as Wyler wanted to change Paddy Chayefsky's script. It was a rare instance in which a producer supported a screenwriter over a director, particularly one of Wyler's caliber. As Chayefsky was known to have guarantees written into his contracts protecting his scripts, Ransohoff may have had no choice but to replace Wyler with Arthur Hiller.
The role of Lt. Cmdr. Charles E. Madison was originally offered to William Holden, while James Garner was considered for the part of "Bus" Cummings.
Although the DVD cover states that film historian Drew Casper does the audio commentary, it's actually Arthur Hiller. He speaks very fondly of the making of the movie.