The stars will perform at a three-day festival – called F1 Rocks Singapore – running alongside the Grand Prix, designed to boost ticket sales during the economic downturn.
DJs – including members of US band Backstreet Boys – will also perform inside the circuit area after the race has finished.
Tickets for the event are being sold at a high price – a basic will cost 500 Singapore dollars (US$354), rising to 12,000 dollars for a VIP ticket.
An exclusive lounge for drivers will be hosted by European socialite and TV presenter Tamara Ecclestone, F1 supremo Bernie Ecclestone's daughter.
"It's about time Singapore had a taste of real Grand Prix glamour and The Official Formula 1 Lounge will enhance the overall appeal of our night race," said Michel Lu, director of the Stereolab dance club that is hosting the event.
