Chicago is locked in a tight race with Madrid , Rio de Janeiro and Tokyo for the games -- and the Obamas will face off against Brazilian President Luiz Inacio Lula da Silva ; Spanish King Juan Carlos and Prime Minister Jose Luis Rodriguez Zapatero ; and new Japanese Prime Minister Yukio Hatoyama .