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GitHub topics: nonconvex-optimization

zdenyhraz/shenanigans

Semi-random funky stuff, mainly for my PhD experiments and articles. Contains calculations and algorithm implementations for various applied mathematics and astrophysics articles I worked on.

Language: C++ - Size: 1.46 GB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 19 - Forks: 5

cvanaret/Uno

A next-gen SQP & barrier solver for nonlinearly constrained optimization

Language: C++ - Size: 45.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 333 - Forks: 27

americocunhajr/SpringpotTune

SpringpotTune is a Matlab package designed for fitting variable-order springpot models using the Cross-Entropy method.

Language: MATLAB - Size: 2.69 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

khalid2696/computeSOSFunnels

Numerical computation of invariant reachable sets for nonlinear systems using semi-algebraic programming

Language: MATLAB - Size: 1.15 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

alphaville/optimization-engine

Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support

Language: Rust - Size: 53.9 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 556 - Forks: 56

VITA-Group/Open-L2O

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

Language: C++ - Size: 17.6 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 278 - Forks: 43

iFR-ACSO/casos

CaΣoS is a nonlinear optimization-oriented sum-of-squares toolbox based on the symbolic framework of CasADi.

Language: MATLAB - Size: 14.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 0

kevinroy007/NLVAR_subgradient_descent

Non-linear topology identification using Deep Learning. Sparsity (lasso) is enforced in the sensor connections. The non-convex and non-differentiable function is solved using sub-gradient descent algorithm.

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

americocunhajr/HarvesterOpt

HarvesterOpt is a Matlab code to maximize the energy recovered by a bistable energy harvester.

Language: MATLAB - Size: 11.9 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 2

kul-optec/QPALM Fork of Benny44/QPALM_vLADEL

Quadratic programming solver for Python, Julia, Matlab, C, C++ and Fortran.

Language: C - Size: 8.29 MB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 19 - Forks: 5

kul-optec/CIAOAlgorithms.jl

Coordinate and Incremental Aggregated Optimization Algorithms

Language: Julia - Size: 85.9 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 4

americocunhajr/FraCTune

FraCTune is a Matlab package for tuning fractional-order controllers with the Cross-Entropy method and augmented Lagrangian formulation.

Language: MATLAB - Size: 32.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

americocunhajr/CROSS-OPT

CROSS-OPT is a Matlab package for optimizing truss structures with the Cross-Entropy method and augmented Lagrangian formulation.

Language: MATLAB - Size: 20.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

americocunhajr/CEopt

CEopt is a Matlab routine for non-convex optimization using the Cross-Entropy method and augmented Lagrangian formulation.

Language: MATLAB - Size: 12.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

Shuvomoy/NExOS.jl

Nonconvex Exterior Point Operator Splitting

Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 0

msyan2023/InexactFPPA-L0

Supplementary Files for Inexact Fixed-Point Proximity Algorithm for the ℓ0 Sparse Regularization Problem Fang-Xu-Yan

Language: MATLAB - Size: 4.96 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

krzysztofarendt/modestga

Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface

Language: Python - Size: 681 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1

xinyufei/Switching-time-optimization

Code and results for quantum optimal control based on switching time optimization

Language: Python - Size: 114 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

renxiongliu/imblearn

R package for fast optimizing type I/II error, recall/precision and F1 score.

Language: C - Size: 3.55 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

tranlenam/ConicProgrammingMulticast

Simulation code for "A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays." by L.-N. Tran, M. F. Hanif, M. Juntti., IEEE Signal Processing Letters 21.1 (2014): 114-117

Language: Python - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

tranlenam/SumRateMaxMISOdownlink

Simulation code for "Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink" by Le-Nam Tran, Muhammad Fainan Hanif, Antti Tolli, Markku Juntti, IEEE Signal Processing Letters 19.12 (2012): 872-875

Language: MATLAB - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 4

tuantran23012000/RNN-for-Optimization-Problems

Build a Recurrent Neural Network solving Optimization Problems

Language: Jupyter Notebook - Size: 511 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

tuantran23012000/Stochastic-logistic-sigmoid-regression

Language: Python - Size: 688 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

antoniosudoso/bb-boxqp-fixing

Fix and Bound: An efficient approach for solving large-scale BoxQPs

Language: C++ - Size: 595 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

tuantran23012000/Solving-Optimization-Problems

Solving Convex and Nonconvex Optimization Problems

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

kamilkhanlab/ob-ode-relaxations

Proof-of-concept implementation of a new method for computing convex relaxations for parametric ordinary differential equations.

Language: MATLAB - Size: 126 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

renxiongliu/hdInference

R package on likelihood ratio test for a subset of parameters in Gaussian graphical model

Language: C - Size: 622 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Related Keywords
nonconvex-optimization 27 optimization 7 convex-optimization 5 nonlinear-optimization 5 cross-entropy-method 4 constrained-optimization 3 optimization-algorithms 2 r-package 2 successive-convex-approximation 2 lasso 2 quadratic-programming 2 semidefinite-programming 2 augmented-lagrangian 2 stochastic-optimization 2 cvxopt 2 proximal-algorithms 2 machine-learning 2 dynamical-systems 2 fractional-calculus 2 optimization-methods 2 matlab-toolbox 2 structural-mechanics 1 size-optimization 1 simulation-based-optimization 1 structural-optimization 1 optimization-algorithm 1 optimization-framework 1 optimization-library 1 optimization-technique 1 optimization-tools 1 shape-optimization 1 modern-control 1 fractional-controller 1 cross-entropy 1 control-systems 1 julia 1 structural-dynamics 1 nonlinear-dynamics 1 energy-harvesting 1 computational-physics 1 computational-mechanics 1 graphical-models 1 relaxation 1 ode 1 mccormick-relaxation 1 interval-arithmetic 1 global-optimization 1 branch-and-bound 1 logistic-regression 1 recurrent-neural-networks 1 pytorch 1 sum-rate-maximization 1 downlink 1 beamforming-design 1 physical-layer-multicasting 1 cpp17 1 quantum-control 1 quantum-computing 1 mixed-integer-optimization 1 parallel-computing 1 parallel 1 multiprocessing 1 genetic-algorithm 1 image-processing 1 algorithms 1 sparse-regression 1 low-rank-matrix-recovery 1 vectorautoregression 1 code-generator 1 code-generation 1 numerical-methods 1 lyapunov-stability 1 rheology 1 rheological-model 1 mechanics-of-materials 1 sequential-quadratic-programming 1 optimization-solver 1 numerical-optimization 1 nonlinear-programming-algorithms 1 nonlinear-programming 1 newton-method 1 mathematical-programming 1 mathematical-optimization 1 local-optimization 1 interior-point-method 1 gradient-descent 1 cpp 1 continuous-optimization 1 sonarcloud 1 opencv 1 imgui 1 image-registration 1 differential-evolution 1 astrophysics 1 subgradient 1 stohastic-gradient-descent 1 projected-gradients 1 deep-learning 1 sum-of-squares 1 conic-optimization 1