nlopt
Optimization library
Provides a unified interface to multiple nonlinear optimization algorithms for global and local problem-solving in various fields
library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
2k stars
74 watching
594 forks
Language: C
last commit: 4 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
| Provides a Matlab interface to SNOPT for nonlinear optimization | 56 |
| A wrapper around the Nlopt nonlinear optimization library for Nim programming language | 16 |
| A collection of stochastic optimization algorithms for large-scale machine learning problems | 221 |
| A collection of unconstrained optimization algorithms implemented in MATLAB | 67 |
| A Matlab toolbox for optimizing functions on geometric spaces defined by constraints or regularization terms | 316 |
| An interface to a library providing a quasi-newton method for optimization problems | 2 |
| An evolutionary optimization library that provides multiple algorithms and interfaces to solve complex optimization problems using genetic and other optimization techniques. | 890 |
| A comprehensive Java library of local search algorithms with customization and hybridization capabilities | 60 |
| An efficient library for differentiable optimization built on top of PyTorch. | 554 |
| A C++ library for numerical optimization tasks | 754 |
| A Julia package for solving optimization problems in water distribution networks | 74 |
| A collection of algorithm implementations for optimization and problem-solving in various fields | 700 |
| A Matlab-based optimization framework for nonlinear least squares problems | 68 |
| An Eigen-based C++ interface to nonlinear programming solvers | 790 |
| A PyTorch module that adds differentiable optimization as a layer to neural networks | 517 |