Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm Do˘ gan Aydın, Tianjun Liao, Marco A. Montes de Oca, Thomas St ¨ utzle IRIDIA – Technical Report Series Technical Report No. TR/IRIDIA/2011-015 August 2011