Direct-search methods in the year 2025: Theoretical guarantees and algorithmic paradigms

K. J. Dzahini, F. Rinaldi, C. W. Royer +1

Optimizing a function without using derivatives is a challenging paradigm, that precludes from using classical algorithms from nonlinear optimization, and may thus seem intractable…