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Gradient-Free-Optimizers

SimonBlanke /Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

machine-learning optimization constrained-optimization hyperparameter-optimization meta-heuristic simulated-annealing hill-climbing bayesian-optimization nelder-mead random-search particle-swarm-optimization evolution-strategies blackbox-optimization gradient-free-optimization tree-of-parzen-estimator hyperactive

UpdatedMar 10, 2025
Python

AtsushiSakai /MATLABRobotics

MATLAB sample codes for mobile robot navigation

robot robotics matlab dijkstra autonomous-driving autonomous-vehicles nelder-mead icp ekf-slam

UpdatedNov 10, 2018
MATLAB

UCNLNav

ucnl /UCNLNav

Multilanguage (C#/Matlab/Rust) library for solving navigation (2D/3D) & geodetic problems: Multilateration (true range), Time-Of-Arrival (TOA), Time-Difference-Of-Arrival (TDOA), Angle-Of-Arrival AOA (Direction-Of-Arrival, DOA); Direct & inverse geodetic problems: Vincenty equations, Haversine formula; Virtual Long Baseline navigation (VLBL) etc.

navigation geolocation haversine nelder-mead positioning trilateration time-of-flight haversine-formula tof multilateration toa aoa tdoa hooke-jeeves time-of-arrival vincenty-formula angle-of-arrival vincenty-inverse time-difference-of-arrival vincenty-direct

UpdatedNov 13, 2024
C#

sustainable-processes /summit

Optimising chemical reactions using machine learning

machine-learning chemistry optimization neural-networks drug-discovery bayesian-optimization nelder-mead self-optimization tsemo snobfit

UpdatedSep 3, 2024
Jupyter Notebook

tomitomi3 /LibOptimization

LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

algorithm optimization genetic-algorithm nelder-mead optimization-algorithms particle-swarm-optimization pso optimization-algorithm-library firefly-algorithm heuristic-optimization evolution-strategies derivative-free-algorithm optimization-algorithm numerical-optimization-library

UpdatedFeb 12, 2025
Visual Basic .NET

funnydman /BFGS-NelderMead-TrustRegion

Python implementation of some numerical (optimization) methods

python machine-learning ai optimization machine-learning-algorithms mathematics numerical-methods numerical-optimization nelder-mead bfgs dogleg-method trust-region-policy-optimization trust-region dogleg-algorithm trust-region-dogleg-algorithm

UpdatedFeb 4, 2021
Python

jchristopherson /nonlin

A library that provides routines to compute the solutions to systems of nonlinear equations.

fortran optimization polynomials least-squares levenberg-marquardt nonlinear-equations nelder-mead newton-raphson-multivariable newtons-method bfgs quasi-newton

UpdatedJan 22, 2025
Fortran

ypan1988 /roptim

General Purpose Optimization in R using C++: provides a unified C++ wrapper to call functions of the algorithms underlying the optim() solver

cran rcpp armadillo optim simulated-annealing conjugate-gradient nelder-mead l-bfgs-b bfgs

UpdatedAug 6, 2022
C++

owruby /nelder_mead

A Python easy implementation of the Nelder-Mead method

python optimization black-box-optimization nelder-mead

UpdatedFeb 2, 2018
Python

quil-lang /cl-grnm

Common Lisp implementation of (grid restrained) Nelder-Mead

common-lisp root-finding numerical-methods nelder-mead

UpdatedJan 26, 2018
Common Lisp

alexblaessle /constrNMPy

A Python package for constrained Nelder-Mead optimization.

python optimization constrained-optimization nelder-mead

UpdatedSep 10, 2018
Python

ojdo /gbnm

Globalized Nelder-Mead method, implemented for MATLAB (compatible with GNU Octave)

matlab simplex octave global-optimization nelder-mead iterative-algorithms

UpdatedOct 28, 2019
MATLAB

sienkiewiczkm /ltc_fitter

Fitting tool for "Linearly Transformed Cosines" parameters, useful for implementing area lights.

numerical-methods nelder-mead ggx linearly-transformed-cosines

UpdatedSep 15, 2018
C++

Beliavsky /Optimization-Codes-by-ChatGPT

numerical optimization subroutines in Fortran generated by ChatGPT-4

fortran gradient-descent simulated-annealing conjugate-gradient numerical-optimization nelder-mead conjugate-gradient-descent unconstrained-optimization hooke-jeeves chatgpt chatgpt4

UpdatedJun 7, 2023
Fortran

jontingvold /swift-hbv

SwiftHBV is a HBV hydrological model package for Swift. Calibration with the Nelder–Mead method.

simplex hydrology nelder-mead swift-package hbv-model

UpdatedNov 21, 2019
Swift

kishorkukreja /SupplyChainReinforcement

Supply Chain Reinforcement Learning

reinforcement-learning deep-learning network supply-chain inventory-management nelder-mead optimization-algorithms ddpg-algorithm echelon ppo td3 leadtime dqn-pytorch multiechelon

UpdatedApr 20, 2022
Jupyter Notebook

neovstan /nelder_mead

Implementation of the simplest and at the same time effective optimization method — the Nelder—Mead method

simplex nelder-mead

UpdatedJul 18, 2023
C++

nicholasferguson /SABR.NelderMead_Studies_2

SABR NelderMead volatility

calibration nelder-mead volatility sabr neldermead excel-interface

UpdatedOct 28, 2018
C++

sjsimps /Nelder-Mead

A multidimensional discrete hill climbing heuristic search algorithm implemented in Python

hill-climbing hill-climbing-search nelder-mead

UpdatedJun 16, 2017
Python

Beliavsky /Alan-Miller-Fortran

Classification of Alan Miller's Fortran codes for statistics and numerical methods

statistics fortran genetic-algorithm linear-regression linear-algebra constrained-optimization rng global-optimization numerical-optimization nelder-mead unconstrained-optimization modern-fortran multiple-linear-regression robust-regression

UpdatedAug 28, 2024

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