Energy is a key driver of the modern economy, therefore modeling and simulation of energy
systems has received significant research attention. We review the major developments in …

The optimal design and operation of a polygeneration system that uses a waste tire
feedstock to produce a mix of electricity, fuels and chemicals is presented. Rigorous mass …

Surrogate modeling has brought about a revolution in computation in the branches of
science and engineering. Backed by Artificial Intelligence, a surrogate model can present …

In this paper, we first briefly survey the main surrogate model building approaches
discussed in the literature considering also design of experiments strategies and …

A derivative-free optimization framework UNIPOPT is developed to solve multi-dimensional
box-constrained black-box problems. The method is based on projecting the objective …

The application of surrogate modeling in engineering is surging recently for predicting the
functional behavior of a system using analytical formulations as an alternative to complex …

Self-optimizing control (SOC) is a control system design method that achieves real-time
optimization of chemical processes by selecting controlled variables. It has the advantages …

We propose a new approach for sampling domain reduction for efficient surrogate model
generation. Currently, the standard procedure is to use box constraints for the independent …

The climate crisis is being paid more attention owing to its notable effects on the
environment glob ally. For the sake of facing the challenge, the European Union (EU) has …

Práce je zaměřena na řešení vybraných optimalizačních problémů s~ využitím metod pro
aproximaci původního systému vhodným náhradním modelem, na kterém lze mnohdy …