Hunter Foster is directing the show, which will run from Oct. 23 through Nov. 2, with select special late-night showings.
"We are thrilled that this all-star Broadway cast and creative team is as excited as we are to bring this New Hope tradition back to the Playhouse," Producing Director Jed Bernstein said in a statement this week.
Featuring book, music and lyrics by Richard O'Brien, "The Rocky Horror Show" is the musical that inspired the 1975 classic cult film, "The Rocky Horror Picture Show."
"It follows innocent couple Brad and Janet as they seek shelter at a mysterious old castle on a dark and stormy night, where they encounter transvestite Dr. Frank N Furter, his 'perfect' creation Rocky, and an assortment of other crazy creatures," a synopsis said.
Swim Week Miami Beach 2014 [PHOTOS]