Billed "In Concert on the Eve of Change," the "intimate performance" will take place at the 1,847-capacity Warner Theater and will feature Jay performing with his full band.
Tickets for the performance go on sale Friday at 10 a.m.
The rap icon has long been an Obama supporter. Jay, along with music executive Kevin Liles,
"Where it stands today, we are on the verge of making history, the kind of history that will be a part of our culture's legacy," the letter reads. "The kind of history that bridges the gap between race, religion and culture, the kind of history that will ignite a light that shines bright from generation to generation, screaming that our voice does matter and our vote does count. The kind of history that will enable the next generation of leaders to encourage vision, not division, to encourage hope, not hopelessness, to encourage the power of the people, not the power politics of the few."
In addition, Jay took the opportunity throughout his and Blige's "Heart of the City" tour to praise Obama while condemning the current administration. Video images of Obama would appear on a screen behind the stage while Jay stopped mid-performance during "Blue Magic," as he got to the lyric where he disses President Bush.
"Y'all ready for change, right?" he often said. "This concert isn't sponsored by Barack Obama or nothing like that ... I'm just voicing my opinion as a citizen of America."