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GitHub topics: augmented-lagrangian-method

Ahmed-Bayoumy/DMDO

Distributed Multidisciplinary Design Optimization

Language: Python - Size: 9.65 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 4

JuliaNonconvex/Nonconvex.jl

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

Language: Julia - Size: 2.31 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 116 - Forks: 10

dschmitz89/simplenlopt 📦

SciPy style API for NLopt

Language: Python - Size: 26 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

cvanaret/nonconvex_solver_comparison

This repo collects results of nonlinear optimization solvers on standard benchmark problems

Size: 22.7 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

faezefat/optimal-contract-for-federated-learning-using-deep-neural-network

data-driven incentive mechanisms for federated learning in vehicular networks

Language: Python - Size: 228 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

tianrui-qi/ADMM-for-SVM

Derivation of ADMM for solving soft-margin SVM objective function and implementation of the solver in Matlab.

Language: MATLAB - Size: 3.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

roaked/nonlinear-opt-pattern-search-phd

keywords: nonlinear optimization, pattern search, augmented lagrangian, karush-kuhn-tucker, constrained optimization, conjugate gradient methods, quasi newton methods, line search descent methods, onedimensional and multidimensional optimazation

Language: Python - Size: 7.06 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ktrk115/const_layout

Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)

Language: Python - Size: 1.58 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 109 - Forks: 24

MagiFeeney/MagiOPT

A Unified Pytorch Optimizer for Numerical Optimization

Language: Python - Size: 4.39 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 3

tttapa/PANOC-ALM 📦

Library for nonconvex constrained optimization using the augmented Lagrangian method and the matrix-free PANOC algorithm.

Language: C++ - Size: 24.5 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

LabZhengLiu/MeshTGV

[TVCG 2021] Mesh Total Generalized Variation for Denoising

Size: 71.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

Related Keywords
augmented-lagrangian-method 11 optimization 5 nonlinear-optimization 3 constrained-optimization 3 nonlinear-programming 2 penalty-method 2 global-optimization 2 latent-space 1 generative-adversarial-network 1 cma-es 1 penalty-methods 1 pattern-searching-algorithms 1 pattern-search 1 non-linear-optimization 1 karush-kuhn-tucker 1 hooke-jeeves 1 golden-section-search 1 golden-section 1 golden-ratio 1 fletcher-reeves 1 constrained-opt 1 augmented-lagrangian 1 svm-soft-margin 1 svm 1 machine-learning 1 admm-algorithm 1 vehicular-networks 1 optimal-contract 1 total-variation 1 total-generalized-variation 1 normal-filtering 1 mesh-denoising 1 panoc 1 steepest-descent 1 sr1 1 prp 1 newton-method 1 log-barrier-method 1 lmf 1 inverse-barrier-method 1 gauss-newton 1 fr 1 dogleg 1 dfp 1 conjugate-gradient 1 broyden 1 bfgs 1 barzilai-borwein 1 pytorch 1 pretrained-models 1 layoutgan 1 federated-learning 1 method-of-moving-asymptotes 1 metaheuristics 1 interior-point-optimizer 1 implicit-differentiation 1 gradient-based-optimisation 1 evolutionary-algorithms 1 discrete-optimization 1 derivative-free-optimization 1 black-box-optimization 1 bayesian-optimization 1 automatic-differentiation 1 multidisciplinary-optimization 1 multidisciplinary-feasible 1 multidisciplinary-design-optimization 1 mdo-architectures 1 mdo 1 interdisciplinary-feasible 1 distributed-optimization 1 distributed-multidisciplinary-design-optimization 1 augmented-lagrange-multipliers 1 alteranting-directions-method-of-multipliers 1 admm 1 deep-neural-networks 1 data-driven 1 uno-solver 1 sqp 1 software-benchmarking 1 snopt 1 sequential-quadratic-programming 1 performance-profile 1 nonlinear-programming-algorithms 1 nonlinear-optimization-algorithms 1 newtons-method 1 ipopt 1 interior-point-algorithms 1 filtersqp 1 benchmarking 1 benchmark 1 python 1 nonlinear-regression 1 nlopt 1 surrogate-assisted-optimization 1 semidefinite-programming 1 mixed-integer-nonlinear-programming 1