This book constitutes the refereed proceedings of the 20th International Conference on Computing and Combinatorics, COCOON 2014, held in Atlanta, GA, USA, in August 2014. There was a co-organized workshop on computational social networks (CSoNet 2014) where 8 papers were accepted. scheduling algorithms and circuit complexity and CSoNet.