Integer Nonlinear Programming (MINLP), as well as Constrained Derivative-Free
Optimization (CDFO). This work provides a comprehensive and detailed literature review in
terms of significant theoretical contributions, algorithmic developments, software
implementations and applications for both MINLP and CDFO. Both research areas have
experienced rapid growth, with a common aim to solve a wide range of real-world problems …