The second edition of this successful textbook, completely revised and largely expanded. In particular the section on the analysis of genome data is covered in much greater depth and chapters added on machine learning, Bayesian networks, protein and enzyme designs as well as the evaluation of microarrays. Furthermore an attractive website with supplementary material and problems is available: WWW.WILEY-VCH.DE/HOME/BIOINFORMATIK