nonconvex-optimization
There are 0 repository under nonconvex-optimization topic.
- optimization-engine
alphaville / optimization-engine
Nonconvex embedded optimization: code generation for fast real-time optimization
Language:Rust 464 VITA-Group / Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
Language:C++ 248cvanaret / Uno
A next-gen solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
constrained-optimizationcontinuous-optimizationcpluspluscplusplus-17gradient-descentinterior-point-methodmathematical-optimizationmathematical-programmingnewton-methodnlp-solvernonconvex-optimizationnonlinear-optimizationnonlinear-programmingnonlinear-programming-algorithmsnumerical-optimizationoptimizationoptimization-algorithmsoptimization-methodsquadratic-programmingsequential-quadratic-programmingLanguage:C++ 138tranlenam / 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 16- Language:Jupyter Notebook 15
- shenanigans
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++ 14 - Language:C 12
kul-optec / CIAOAlgorithms.jl
Coordinate and Incremental Aggregated Optimization Algorithms
Language:Julia 10tuantran23012000 / RNN-for-Optimization-Problems
Build a Recurrent Neural Network solving Optimization Problems
Language:Jupyter Notebook 10- Language:Python 10
krzysztofarendt / modestga
Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface
Language:Python 8Solving Convex and Nonconvex Optimization Problems
Language:Jupyter Notebook 7- HarvesterOpt
americocunhajr / HarvesterOpt
HarvesterOpt is a code to maximize the energy recovered by a bistable energy harvester.
Language:MATLAB 4 xinyufei / Quantum-Control-qutip
Quantum control algorithms for multiple examples based on the package Qutip
Language:Python 3antoniosudoso / bb-boxqp-fixing
Fix and Bound: An efficient approach for solving large-scale BoxQPs
Language:C++ 2Simulation 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 2- ob-ode-relaxations
kamilkhanlab / ob-ode-relaxations
Proof-of-concept implementation of a method by Song and Khan (2022) for computing convex relaxations for parametric ordinary differential equations.
Language:MATLAB 1 renxiongliu / imblearn
R package for fast optimizing type I/II error, recall/precision and F1 score.
Language:C 1Code and results for quantum optimal control based on switching time optimization
Language:Python 1kevinroy007 / 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 0msyan2023 / InexactFPPA-L0
Supplementary Files for Inexact Fixed-Point Proximity Algorithm for the ℓ0 Sparse Regularization Problem Fang-Xu-Yan
Language:MATLABR package on likelihood ratio test for a subset of parameters in Gaussian graphical model
Language:C
