In the next step, minimizing the overall size of the heat exchanger will be considered as third, additional objective function. Furthermore, the possible impact of turbulent flow conditions on the findings will be checked. Concerning optimization, identifying solutions close to the Pareto front while reducing the number of needed evaluations will be of central importance for realistic problems. We hope to achieve this goal with hybrid GA-RSM methods and with complete archiving of individuals.