This volume constitutes the proceedings of the 10th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Dunedin, New Zealand, in December 2014. The papers are organized in topical sections on evolutionary optimization; evolutionary multi-objective optimization; evolutionary scheduling and combinatorial optimization;