As the complexity of analog circuit optimization problems increases, existing optimization algorithms struggle with intricate circuit specifications. In this article, we propose a hybrid ...

Researchers from MIT and elsewhere have developed a more user-friendly and efficient method to help networking engineers identify potential system failures before they cause major problems, like a ...

Abstract: Many real-world problems involve optimizing numerous decision variables and are expensive to evaluate, known as large-scale expensive optimization problems (LSEOPs). While surrogate-assisted ...