unconstrained-optimization topic

Optimization functions for Julia

JuliaNLSolvers

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

ZJU-FAST-Lab

Powell's Derivative-Free Optimization solvers.

pdfo

The Constrained and Unconstrained Testing Environment with safe threads (CUTEst) for optimization software

ralna

Optimization algorithms by M.J.D. Powell

jacobwilliams

A collection of Benchmark functions for numerical optimization problems

thieu1995

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

mohamad-amin

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., COBY...

libprima

Solve a max-cut problem using a quantum computer

dwave-examples

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

shamsbasir