Abstract: A simulation-based approach for managing discrete-time and nonlinear systems using MATLAB's ‘fmincon’ optimization tool is presented in this study. Constrained nonlinear programming is used ...

Bilevel optimization (BO) is useful for solving a variety of important machine learning problems including but not limited to hyperparameter optimization, meta-learning, continual learning, and ...

Abstract: Distributed optimization has attracted lots of attention in recent years. Thanks to the intrinsic parallelism and great search capacity, evolutionary computation (EC) has the potential for ...