 Four days later, on May 24, the album's title was revealed to be "Most Wanted", and the album's release date was announced to be August 16, 2005.The following month, in an interview with MTV News, Duff said that she had been working with brothers Joel and Benji Madden, of the American rock band Good Charlotte, and Jason Epperson (together known under the production name the Dead Executives) to write and produce new songs for the compilation.She said that " ... they're three of my favorite songs I've ever done.