Constitutes the proceedings of the 12th International Conference on Knowledge-Based Intelligent Information & Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008. This volume covers topics such as artificial neural networks & connectionists systems; fuzzy & neuro-fuzzy systems; &, evolutionary computation.