8 results found Sort:

SciML
Optimization.jl SciML
83
728
mit
15
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...
julia sciml optimization hacktoberfest local-optimization convex-optimization global-optimization nonlinear-optimization automatic-differentiation mixed-integer-programming algorithmic-differentiation scientific-machine-learning derivative-free-optimization
Created 2020-05-06
2,101 commits to master branch, last one 3 days ago
libprima
prima libprima
42
308
bsd-3-clause
2
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...
prima bobyqa cobyla lincoa matlab newuoa powell python uobyqa optimization modern-fortran zeroth-order-method blackbox-optimization nonlinear-optimization numerical-optimization constrained-optimization unconstrained-optimization derivative-free-optimization simulation-based-optimization
Created 2020-06-10
5,345 commits to main branch, last one about a month ago
EMI-Group
evox EMI-Group
37
212
bsd-3-clause
3
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
gym jax ray brax metaheuristics neuroevolution gpu-acceleration black-box-optimization evolutionary-algorithms evolutionary-strategies evolutionary-computation evolutionary-optimization gradient-free-optimization derivative-free-optimization multi-objective-optimization population-based-optimization evolutionary-reinforcement-learinig
Created 2022-07-27
1,243 commits to main branch, last one 4 days ago
Evolutionary-Intelligence
pypop Evolutionary-Intelligence
31
211
gpl-3.0
6
[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (-> evolutionary algorithms/swarm-based optimizers/pattern...
direct-search random-search genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization consensus-based-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms
Created 2021-01-26
7,720 commits to main branch, last one 2 days ago
microprediction
humpday microprediction
18
132
mit
6
Elo ratings for global black box derivative-free optimizers
python-optimizer global-optimizers blackbox-optimizer blackbox-optimization zeroth-order-optimization derivative-free-optimization
Created 2020-10-23
300 commits to main branch, last one 10 months ago
bbopt
nomad bbopt
24
120
lgpl-3.0
7
NOMAD - A blackbox optimization software
solver blackbox-optimizer blackbox-optimization mathematical-algorithms optimization-algorithms derivative-free-optimization surrogate-based-optimization simulation-based-optimization
Created 2019-12-17
695 commits to master branch, last one 2 months ago
JuliaNonconvex
Nonconvex.jl JuliaNonconvex
10
113
mit
5
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
optimization metaheuristics global-optimization bayesian-optimization discrete-optimization nonlinear-programming black-box-optimization nonlinear-optimization evolutionary-algorithms implicit-differentiation interior-point-optimizer semidefinite-programming automatic-differentiation augmented-lagrangian-method gradient-based-optimisation method-of-moving-asymptotes derivative-free-optimization surrogate-assisted-optimization mixed-integer-nonlinear-programming
Created 2021-02-14
246 commits to master branch, last one 10 months ago
pdfo
pdfo pdfo
26
98
bsd-3-clause
7
Powell's Derivative-Free Optimization solvers.
bobyqa cobyla lincoa matlab newuoa powell python uobyqa fortran simulation optimization blackbox-optimization nonlinear-optimization numerical-optimization optimization-algorithms constrained-optimization zeroth-order-optimization unconstrained-optimization derivative-free-optimization simulation-based-optimization
Created 2020-04-19
536 commits to main branch, last one about a month ago