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nonlinear-programming-algorithms

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clarkzinzow / Nonlinear-Optimization-Algorithms

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MATLAB implementations of a variety of nonlinear programming algorithms.

algorithm newton optimization matlab nonlinear line-search conjugate-gradient nonlinear-programming-algorithms nonlinear-optimization optimization-algorithms nonlinear-programming conjugate-gradient-descent wolfe newtons-method bfgs nonlinear-optimization-algorithms matlab-implementations dogleg-method gauss-newton-method
  • Updated Nov 13, 2020
  • MATLAB

cvanaret / Uno

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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

c-plus-plus optimization constrained-optimization gradient-descent optimization-methods numerical-optimization nonlinear-programming-algorithms nonlinear-optimization optimization-algorithms nonlinear-programming quadratic-programming interior-point-method newton-method continuous-optimization sequential-quadratic-programming mathematical-programming mathematical-optimization nonconvex-optimization local-optimization optimization-solver
  • Updated May 15, 2024
  • C++

cvanaret / nonconvex_solver_comparison

Star 5

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

benchmarking benchmark optimization nonlinear-programming-algorithms nonlinear-optimization sqp nonlinear-programming newtons-method nonlinear-optimization-algorithms ipopt sequential-quadratic-programming performance-profile snopt augmented-lagrangian-method uno-solver interior-point-algorithms software-benchmarking filtersqp
  • Updated May 9, 2024

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