Perry's goal came with 8:26 remaining in the second period and Hedican scored with 4:20 left in the third.
Hiller turned back 29 Kings' shots in a victory that ended a three-game Ducks' slide.
Erik Ersberg made 23 saves for Los Angeles.
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