Optimization functions for Julia
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Dec 1, 2024 - Julia
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unconstrained-optimization
Here are 40 public repositories matching this topic...
LBFGS-Lite: A header-only L-BFGS unconstrained optimizer.
optimization nonlinear-optimization l-bfgs lbfgs unconstrained-optimization nonsmooth-optimization smooth-functions
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May 5, 2023 - C++
PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.
python optimization matlab constrained-optimization numerical-optimization nonlinear-optimization unconstrained-optimization prima powell blackbox-optimization modern-fortran cobyla derivative-free-optimization simulation-based-optimization bobyqa newuoa uobyqa lincoa zeroth-order-method
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Nov 27, 2024 - Fortran
A collection of Benchmark functions for numerical optimization problems
global-optimization convex-optimization soft-computing benchmark-functions unconstrained-optimization non-convex-optimization multimodal-functions unimodal-functions cec-2014 cec-2017 cec-2019 cec-2005 cec-2008 cec-2010 cec-2013 cec-2015 cec-2020 cec-2021 cec-2022
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Sep 3, 2024 - Python
Powell's Derivative-Free Optimization solvers.
python fortran simulation optimization matlab constrained-optimization numerical-optimization nonlinear-optimization optimization-algorithms unconstrained-optimization powell blackbox-optimization cobyla derivative-free-optimization zeroth-order-optimization simulation-based-optimization bobyqa newuoa uobyqa lincoa
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Oct 21, 2024 - Fortran
The Constrained and Unconstrained Testing Environment with safe threads (CUTEst) for optimization software
constrained-optimization numerical-optimization thread-safe unconstrained-optimization least-squares-optimization testing-environment test-problem-collection
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Dec 11, 2024 - Fortran
Optimization algorithms by M.J.D. Powell
fortran optimization constrained-optimization numerical-optimization nonlinear-optimization unconstrained-optimization fortran-package-manager
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Dec 2, 2023 - Fortran
Solve a max-cut problem using a quantum computer
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Dec 10, 2024 - Python
Unconstrained optimization algorithms in python, line search and trust region methods
optimization line-search cauchy bfgs dogleg-method quasi-newton unconstrained-optimization steepest-descent trust-region dogleg-algorithm trust-region-dogleg-algorithm cauchy-point
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Dec 19, 2018 - Jupyter Notebook
This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"
constrained-optimization neural-networks differential-equations lagrange-multipliers unconstrained-optimization adaptive-optimizer loss-landscape
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Dec 8, 2023 - Jupyter Notebook
Perform basic image segmentation using discrete quadratic models (DQM) and hybrid solvers.
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Dec 10, 2024 - Python
Optimizers for/and sklearn compatible Machine Learning models
machine-learning deep-neural-networks neural-network optimization svm artificial-intelligence constrained-optimization duality numerical-optimization nonlinear-optimization optimization-algorithms quadratic-programming convex-optimization sklearn-compatible unconstrained-optimization lagrangian-relaxation optimizers nonsmooth-optimization
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Mar 4, 2023 - Python
Benchmarking optimization solvers.
benchmark optimization constrained-optimization benchmarks benchmarking-suite benchmark-framework optimization-tools numerical-optimization nonlinear-optimization benchmark-suite benchmarking-framework unconstrained-optimization blackbox-optimization derivative-free-optimization zeroth-order-optimization
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Dec 27, 2024 - Python
Powerful and scalable black-box optimization algorithms for Python and C++.
python c-plus-plus constrained-optimization benchmarks evolutionary-algorithms optimization-methods optimization-tools nonlinear-optimization optimization-algorithms optimization-library unconstrained-optimization blackbox-optimization metaheuristic-optimisation
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Nov 4, 2024 - C++
Optimization algorithms written in Python and MATLAB
python optimization python3 ant-colony-optimization aco tsp optimization-algorithms svp unconstrained-optimization
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Jun 18, 2019 - MATLAB
Optimization course assignments under the supervision of Dr. Maryam Amirmazlaghani
optimization constrained-optimization line-search conjugate-gradient dogleg-method quasi-newton primal-dual newton-method unconstrained-optimization trust-region dogleg-algorithm trust-region-dogleg-algorithm barrier-method cauchy-point steepest-descent-direction newton-direction linear-conjugate-gradient log-barrier primal-dual-interior-point
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Jul 6, 2019 - Jupyter Notebook
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
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Jun 7, 2023 - Fortran
Optimization methods for science and engineering.
constrained-optimization optimization-methods optimization-algorithms unconstrained-optimization optmization
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Dec 13, 2024 - Python
CG_DESCENT unconstrained nonlinear optimization algorithm by William W. Hager and Hongchao Zhang in single header library, original code taken from http://users.clas.ufl.edu/hager/papers/Software/
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Nov 8, 2018 - C
A CUTEst practical installer
linux optimization constrained-optimization nonlinear-optimization cutest sifdecode mastsif unconstrained-optimization
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Mar 3, 2019 - Shell
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