derivative-free-optimization topic

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable inte...

SciML

Powell's Derivative-Free Optimization solvers.

pdfo

NOMAD - A blackbox optimization software

bbopt

Elo ratings for global black box derivative-free optimizers

microprediction

Sampling based Model Predictive Control package for Model-Based RL research

ossamaAhmed

jbrea

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

EMI-Group

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

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [...

Evolutionary-Intelligence

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

JuliaNonconvex