The musicians will perform at "A Decade of Difference: A Concert Celebrating 10 Years of the William J. Clinton Foundation" on Oct. 15 at the Hollywood Bowl. Other performers will be announced later.
Clinton said in a statement Tuesday that he is "proud that some of today's most influential performers are coming together to raise awareness about the work of my foundation."
The concert will be streamed live on Yahoo.com.
For the past decade, Clinton's foundation has sought to improve global health, strengthen economies worldwide, promote healthier childhoods and protect the environment.