nonconvex-optimization
There are 22 repositories under nonconvex-optimization topic.
alphaville/optimization-engine
Nonconvex embedded optimization: code generation for fast real-time optimization
VITA-Group/Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
cvanaret/Uno
A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP and IPOPT (barrier) in a modern and generic way, and unlocks a variety of novel methods. Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.
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
Shuvomoy/NExOS.jl
Nonconvex Exterior Point Operator Splitting
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.
kul-optec/QPALM
Proximal Augmented Lagrangian method for Quadratic Programs
kul-optec/CIAOAlgorithms.jl
Coordinate and Incremental Aggregated Optimization Algorithms
tuantran23012000/RNN-for-Optimization-Problems
Build a Recurrent Neural Network solving Optimization Problems
krzysztofarendt/modestga
Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface
tuantran23012000/Solving-Optimization-Problems
Solving Convex and Nonconvex Optimization Problems
americocunhajr/HarvesterOpt
HarvesterOpt is a code to maximize the energy recovered by a bistable energy harvester.
xinyufei/Quantum-Control-qutip
Quantum control algorithms for multiple examples based on the package Qutip
antoniosudoso/bb-boxqp-fixing
Fix and Bound: An efficient approach for solving large-scale BoxQPs
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
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.
renxiongliu/imblearn
R package for fast optimizing type I/II error, recall/precision and F1 score.
xinyufei/Switching-time-optimization
Code and results for quantum optimal control based on switching time optimization
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.
msyan2023/InexactFPPA-L0
Supplementary Files for Inexact Fixed-Point Proximity Algorithm for the ℓ0 Sparse Regularization Problem Fang-Xu-Yan
renxiongliu/hdInference
R package on likelihood ratio test for a subset of parameters in Gaussian graphical model