This book constitutes the refereed proceedings of the 23rd International Symposium on Algorithms and Computation, ISAAC 2012, held in Taipei, Taiwan, in December 2012. This volume contains topics such as graph algorithms; online and streaming algorithms; string algorithms; approximation algorithms; randomized algorithms;