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

A next-gen Lagrange-Newton (SQP/barrier) solver for nonconvex constrained optimization

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

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

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.

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

Nonconvex Exterior Point Operator Splitting

Nonlinear programming application examples solved with Artelys Knitro

Coordinate and Incremental Aggregated Optimization Algorithms

Build a Recurrent Neural Network solving Optimization Problems

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

Solving Convex and Nonconvex Optimization Problems

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

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

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

Code for "A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees"

Quantum control algorithms for multiple examples based on the package Qutip

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

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