Tickets go on sale Feb. 11 for the festival June 16-18 in Manchester, Tenn.
Also confirmed to play are My Morning Jacket, Death Cab For Cutie, Clap Your Hands Say Yeah, Cat Power, Stephen Malkmus & the Jicks and Bright Eyes.
The jam bands will still be represented by Phil Lesh and Friends, Blues Traveler, Bela Fleck & the Flecktones, Robert Randolph & the Family Band, moe., G. Love & Special Sauce and Medeski Martin & Wood.
Organizer Johnathon Mayers told Billboard.com they decided to diversify in order to better reflect "people's music collections."
Bonnaroo is the No. 1 grossing festival in the world, taking in $13.4 million and 76,049 fans last year alone, Billboard.com said.