This three-volume proceedings contains revised selected papers from the Second International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011, held in Taiyuan, China, in September 2011. The topics of Part I covered are: applications of artificial intelligence; applications of computational intelligence;