A control and regulation device for technical processes uses knowledge-based control rules for selected process data. The device calculates control or regulation values for the remaining process states by means of a constant mathematical function that interconnects knowledge-based control rules, creating as by non-linear interpolation control rules for all process states, n being the number of input values characteristic of a process state.