This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Conference on Learning and Intelligent Optimization, LION 5, held in Rome, Italy, in January 2011. In addition to the contributions to the general track there are 11 full papers and 3 short papers presented at the following four special sessions;