Optimization functions for Julia

LBFGS-Lite: A header-only L-BFGS unconstrained optimizer.

PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.

A collection of Benchmark functions for numerical optimization problems

Powell's Derivative-Free Optimization solvers.

Optimization algorithms by M.J.D. Powell

Solve a max-cut problem using a quantum computer

Unconstrained optimization algorithms in python, line search and trust region methods

This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"

Perform basic image segmentation using discrete quadratic models (DQM) and hybrid solvers.

Optimization algorithms written in Python and MATLAB

Optimizers for/and sklearn compatible Machine Learning models

numerical optimization subroutines in Fortran generated by ChatGPT-4

Optimization course assignments under the supervision of Dr. Maryam Amirmazlaghani

Benchmarking optimization solvers.

A comprehensive collection of optimization methods with focus on research.

CG_DESCENT unconstrained nonlinear optimization algorithm by William W. Hager and Hongchao Zhang in single header library, original code taken from http://users.clas.ufl.edu/hager/papers/Software/

A CUTEst practical installer

An optimization solver for unconstrained differentiable problems

Implementation of collection of test functions for UO(Unconstrained Optimization)