This serious issue of computational efficiency enhancement cannot be resolved by parallelization. This, at present, limits the identification of more complex models for which a larger number of algebraic operators is often needed. Work is currently underway on alternative approaches using rigorous mathematical programming, such as the one presented in this work, as well as complementary methodologies to derive globally optimal fitted model structures.