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Search results for c plus plus optimization algorithms

optimization-algorithms x

51 search results found

Captainblackboard ⭐ 1,047

船长关于机器学习、计算机视觉和工程技术的总结和分享

Cppnumericalsolvers ⭐ 766

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

Ensmallen ⭐ 675

A header-only C++ library for numerical optimization --

C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.ht

Image-processing software for cryo-electron microscopy

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Curvaturefilter ⭐ 261

Curvature Filters are efficient solvers for Variational Models

Graph_comb_opt ⭐ 232

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.

L4casadi ⭐ 175

Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab

Matlab and Python toolbox for fast Total Variation proximity operators

A next-generation 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

Biteopt ⭐ 118

Derivative-Free Global Optimization Method (C++, Python binding)

C++ Large Scale Genetic Programming

NOMAD - A blackbox optimization software

Paradiseo ⭐ 74

An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers

A collection of algorithms for the (Resource) Constrained Shortest Path problem in Python / C++ / C#

Minotaur ⭐ 62

Minotaur Toolkit for Mixed-Integer Nonlinear Optimization

Min Cost Flow Class ⭐ 50

C++ solvers for Minimum Cost Flow Problems

ROS-compatible Eigen-based Goldfarb-Idnani quadratic programming solver

Littleconv ⭐ 45

The C++11 deep learning framework, which is very easy to use

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

Pallas Solver ⭐ 34

Global optimization algorithms written in C++

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)

Specialut ⭐ 27

Runtime choosing of template specializations using compile-time lookup-tables. Compile all states of a template function, but execute the optimal one at runtime.

Differential Evolution ⭐ 26

Single header c++ implementation of Differential Evolution algorithm for general purpose optimization.

Fatrop is a nonlinear optimal control problem solver that aims to be fast, support a broad class of optimal control problems and achieve a high numerical robustness.

Solving LPs with convergent message passing

LCQPow - A Solver for Quadratic Programs with Linear Complementarity Constraints

This repository include implementation of particle swarm optimization (pso) algorithm in C++

Quantum-inspired evolutionary algorithms for Optimization problems

Microgp3 ⭐ 13

A multi-purpose extensible self-adaptive evolutionary tool

C++11 implementation of surrogate based optimization algorithms

A performant and flexible genetic algorithm implemented in C++20/23.

Rapidnet ⭐ 13

🚀 GPU-powered stochastic MPC for drinking water networks

C++ implementation of the SQP algorithm SOLNP, utilizing Lagrangian Relaxation to handle both Inequality and Equality constraint functions. Good for solving constrained objective functions on convex surfaces.

A branch-and-cut algorithm for the capacitated vehicle routing problem (CVRP)

Clarabel.cpp ⭐ 12

Clarabel.cpp: C/C++ interface to the Clarabel Interior-point solver for convex conic optimisation problems.

Gurobilink ⭐ 12

Wolfram Language interface to the Gurobi numerical optimization library

Proxasaga ⭐ 11

Proximal Asynchronous SAGA

Accessible and modern implementations of common optimization algorithms.

Rectifyingstrippatterns ⭐ 7

This is an implementation of the paper "Rectifying Strip Patterns" (SIGGRAPH ASIA 2023). The code is to design rectifying strips with controllable inclinations on surfaces

Permutation Flow Shop Scheduling Problem By Heuristic And Metaheuristic Algorithm ⭐ 7

Solution to the PFSP problem.

Betterarray ⭐ 7

BetterArray is a C++ library that provides a more convenient and efficient way to work with arrays.

Subgrad 4 Fc Mmcf ⭐ 5

Subgradient methods for Multicommodity Network Design

Black Scholes Cpp ⭐ 5

A UI-friendly program calculating Black-Scholes options pricing with advanced algorithms incorporating option Greeks, IV, Heston model, etc. Reads input from users, files, databases, and real-time, external market feeds (e.g. APIs).

binary/integer linear programming solver

A simple and extensible image recognition neural network framework

Polygonization Point Sets 2d ⭐ 5

📐Polygonization of points sets in 2d, area optimization and accuracy/speed evaluation.

Jobshopscheduling ⭐ 5

Job Shop Scheduling metaheuristics

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