The main topics of this book are: ·         hybrid predictive control (HPC) design based on evolutionary multiobjective optimization (EMO); ·         HPC based on EMO for dial-a-ride systems; and ·         HPC based on EMO for operational decisions in public transport systems. is a comprehensive analysis of HPC and its application to dynamic transport systems. Introductory material on evolutionary algorithms is presented in summary in an appendix. The text will be of interest to control and transport engineers working on the operational optimization of transport systems and to academic researchers working with hybrid systems. The potential applications of the generic methods presented here to other process fields will make the book of interest to a wider group of researchers, scientists and graduate students working in other control-related disciplines.