Abstract: The successive convex approximation (SCA) methods stand out as the viable option for nonlinear optimization-based control, as it effectively addresses the challenges posed by nonlinear ...

SLSQP stands for Sequential Least Squares Programming. It is a numerical optimization algorithm used to solve constrained nonlinear optimization problems. In this project, we aim to optimize objective ...

ProcessOptimizer is a Python package designed to provide easy access to advanced machine learning techniques, specifically Bayesian optimization using, e.g., Gaussian processes. Aimed at ...

PetroChina Research Institute of Petroleum Exploration and Development, Beijing, China Prestack amplitude versus offset (AVO) inversion is an essential tool to estimate elastic properties.

Eduardo Ariedo is a video game journalist known among friends for leading Bohemians, an Irish football club, to a Champions League title in Football Manager—just mention the game, and his eyes light ...

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

Abstract: The article discusses the details of the implementation in the Python programming language of methods for optimizing the parameters of a nonlinear function ...