Finding Fast-to-Compute Proxies for Engineering Optimization Problems
Due to their time-consuming evaluation function, requiring a simulator run, it is difficult to understand the characteristics of engineering optimization problems that make them hard for optimization algorithms. Moreover, it makes it impossible to perform many optimization runs with these problems and to tune optimization algorithms towards improving their performance [...]