Abstract Engineering a physical system to feature designated characteristics states an inverse design problem, which is often determined by several discrete and continuous parameters. If such must particular behavior, the mentioned combination of both, continuous, parameters results in challenging optimization problem that requires extensive search for optimal design. However, if corresponding ...