This book constitutes the refereed proceedings of the Third International Frontiers of
Algorithmics Workshop FAW 2009 held in Hefei Anhui China in June 2009. The 33 revised full
papers presented together with the abstracts of 3 invited talks were carefully reviewed and
selected from 87 submissions. The papers are organized in topical sections on graph algorithms
game theory with applications graph theory computational geometry machine learning
parameterized algorithms heuristics and analysis approximation algorithms as well as pattern
recognition algorithms large scale data mining.