This type of ship was devised to counter vessels called torpedo boats, & the name originally followed "torpedo boat"
[DOC] [TLE] Torpedo boat - Wikipedia [PAR] A torpedo boat is a relatively small and fast naval ship designed to carry 
torpedoes into battle.