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GitHub topics: constrained-optimization

xcsp3team/pycsp3

A Python Library for modeling combinatorial constrained problems

Language: Python - Size: 216 MB - Last synced at: about 2 hours ago - Pushed at: about 4 hours ago - Stars: 73 - Forks: 10

ralna/CUTEst

The Constrained and Unconstrained Testing Environment with safe threads (CUTEst) for optimization software

Language: Fortran - Size: 3.93 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 117 - Forks: 20

libprima/prima

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.

Language: Fortran - Size: 21.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 366 - Forks: 46

cvanaret/Uno

A next-gen SQP & barrier solver for nonlinearly constrained optimization

Language: C++ - Size: 48.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 360 - Forks: 30

optiprofiler/optiprofiler

Benchmarking optimization solvers.

Language: MATLAB - Size: 50.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 9 - Forks: 3

LLNL/hiop

HPC solver for nonlinear optimization problems

Language: C++ - Size: 43.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 221 - Forks: 45

adeyemiadeoye/p-balm

Proximal augmented Lagrangian method for solving nonconvex structured optimization problems.

Language: Python - Size: 686 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

xcsp3team/PyCSP3-models

Models (and data) of constrained problems developped with the library PyCSP3

Language: Python - Size: 16.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 10 - Forks: 1

SimonBlanke/Gradient-Free-Optimizers

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

Language: Python - Size: 38.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,242 - Forks: 92

jmejia8/Metaheuristics.jl

High-performance metaheuristics for optimization coded purely in Julia.

Language: Julia - Size: 4.09 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 283 - Forks: 27

xcsp3team/ACE

Constraint Solver ACE

Language: Java - Size: 93.7 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 32 - Forks: 6

COBREXA/ConstraintTrees.jl

Tidy constraint-programming in tree hierarchies

Language: Julia - Size: 1.94 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 4 - Forks: 0

xoolive/facile

Python constraint programming library

Language: OCaml - Size: 413 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 24 - Forks: 6

astomodynamics/cddp-cpp

Constrained Differential Dynamic Programming Solver for Trajectory Optimization and Model Predictive Control

Language: C++ - Size: 54.8 MB - Last synced at: 8 days ago - Pushed at: 14 days ago - Stars: 81 - Forks: 15

PatWie/CppNumericalSolvers

a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates

Language: C++ - Size: 700 KB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 920 - Forks: 206

pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Language: Python - Size: 413 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 1,178 - Forks: 159

lezcano/geotorch

Constrained optimization toolkit for PyTorch

Language: Python - Size: 6.26 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 697 - Forks: 34

tianrui-qi/ADMM-for-SVM

Alternating Direction Method of Multipliers for Support Vector Machine

Language: MATLAB - Size: 4.03 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 8 - Forks: 2

PKU-DAIR/open-box Fork of thomas-young-2013/open-box

Towards Generalized and Efficient Blackbox Optimization System/Package (KDD 2021 & JMLR 2024)

Language: Python - Size: 17 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 420 - Forks: 58

pdfo/pdfo

Powell's Derivative-Free Optimization solvers.

Language: Fortran - Size: 4.05 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 104 - Forks: 26

RajPShinde/Trajectory_Planning

Trajectory Optimization using Augment Lagrangian and iLQR

Language: C++ - Size: 112 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 1

shamsbasir/investigating_mitigating_failure_modes_in_pinns

This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"

Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 5

panoskoutris/numerical-optimization-algorithms

Implementation of numerical optimization algorithms in MATLAB, including derivative-free and gradient-based methods for unconstrained problems, and projection techniques for constrained optimization.

Language: MATLAB - Size: 1.33 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

panoskoutris/genetic-algorithm-for-network-optimization

Optimization of traffic flow in a road network using MATLAB's Genetic Algorithm. Applied to a nonlinear objective function with equality constraints

Language: MATLAB - Size: 674 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

cooper-org/cooper

A general-purpose, deep learning-first library for constrained optimization in PyTorch

Language: Python - Size: 1.53 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 137 - Forks: 12

fabian-sp/ncOPT

Constrained optimization for Pytorch using the SQP-GS algorithm

Language: Python - Size: 1 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 5

toohidsharifi/Optimal-design-of-switch-reluctance-motor

Torque Ripple Minimization for a Switch Reluctance Motor Using the Ant Lion Optimization Algorithm

Size: 633 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

CameleoGrey/greyjack-solver-python

GreyJack Solver is a "jack of all trades" constraint metaheuristic solver for Python, built on the robust foundations of Rust and Polars

Language: Python - Size: 1.11 MB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

willbakst/pytorch-lattice

A PyTorch implementation of constrained optimization and modeling techniques

Language: Python - Size: 1.19 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 2

Lucca-Rodrigues-main/KKT-Conditions-Tester-1st-and-2nd-Order-Matlab

MATLAB implementation for verifying 1st and 2nd order KKT optimality conditions. This tool automates the combinatorial check of all possible active and inactive constraint sets for first-order conditions and evaluates the Hessian of the Lagrangian for second-order conditions in constrained optimization problems.

Language: MATLAB - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

CameleoGrey/greyjack-solver-rust

GreyJack Solver is the metaheuristic constraint solver for continuous, integer, mixed integer problems built on top of Polars

Language: Rust - Size: 9.2 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Lucca-Rodrigues-main/Constrained-Optimization-Classical-Methods-Penalty-Zoutendijk-GPMR

This repository contains a collection of MATLAB scripts that implement some of the classical optimization methods for constrained optimization models: Penalty and Barrier methods, linear and non-linear Zoutendijk and also the Gradient Projection Method of Rosen (GPMR).

Language: MATLAB - Size: 15.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

relf/slsqp

SLSQP optimizer for Rust

Language: Rust - Size: 238 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 0

relf/cobyla

COBYLA optimizer for Rust

Language: Rust - Size: 296 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 1

phys-sim-book/solid-sim-tutorial

A curated collection of Python examples for optimization-based solid simulation, emphasizing algorithmic convergence, penetration-free, and inversion-free conditions, designed for readability and understanding.

Language: Python - Size: 58.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 239 - Forks: 25

PdIPS/CBXpy

A python package for consensus-based optimization

Language: Python - Size: 21.4 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 24 - Forks: 9

paulomarconi/MPC-SSTO

MPC with Feed-forward Steady-State Target Optimization (SSTO)

Language: HTML - Size: 1.92 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

phys-sim-book/solid-sim-tutorial-gpu

A curated set of C++ examples for optimization-based elastodynamic contact simulation using CUDA, emphasizing algorithmic convergence, penetration-free, and inversion-free conditions. Designed for readability and understanding, this tutorial helps beginners learn how to write simple GPU code for efficient solid simulations.

Language: Cuda - Size: 3.78 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 94 - Forks: 4

nathanrooy/landscapes

A dependency free library of standardized optimization test functions written in pure Python.

Language: Python - Size: 1.81 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 62 - Forks: 13

aldma/Bazinga.jl

Bazinga.jl: a toolbox for constrained composite optimization

Language: Julia - Size: 847 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1

ML-KULeuven/locomotif_dok

LoCoMotif-DoK is a time series motif discovery method that leverages domain knowledge represented by hard and soft constraints. It discovers variable-length motif sets in a multivariate time series using time warping.

Language: Jupyter Notebook - Size: 449 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

DK-Zhu/BDPP-on-resource-allocation

Code for "A Distributed Buffering Drift-Plus-Penalty Algorithm for Coupling Constrained Optimization" (L-CSS 2023)

Language: Python - Size: 285 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

dmeoli/optiml

Optimizers for/and sklearn compatible Machine Learning models

Language: Python - Size: 483 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 4

manuwhs/Trapyng

Python library to implement advanced trading strategies using machine learning and perform backtesting.

Language: Python - Size: 120 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 39 - Forks: 15

liminchen/OptCuts

OptCuts, a new parameterization algorithm, jointly optimizes arbitrary embeddings for seam quality and distortion. OptCuts requires no parameter tuning; automatically generating mappings that minimize seam-lengths while satisfying user-requested distortion bounds.

Language: C++ - Size: 169 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 302 - Forks: 48

jacobwilliams/slsqp

Modern Fortran Edition of the SLSQP Optimizer

Language: Fortran - Size: 2.06 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 99 - Forks: 20

ahundt/grl

Robotics tools in C++11. Implements soft real time arm drivers for Kuka LBR iiwa plus V-REP, ROS, Constrained Optimization based planning, Hand Eye Calibration and Inverse Kinematics integration.

Language: C++ - Size: 39 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 160 - Forks: 72

kevinroy007/NLVAR_subgradient_descent

Non-linear topology identification using Deep Learning. Sparsity (lasso) is enforced in the sensor connections. The non-convex and non-differentiable function is solved using sub-gradient descent algorithm.

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

salar96/MEP-Orthogonal-NMF

Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 10 - Forks: 3

piers-hinds/RMVSDE-numerics

Numerics for the paper "Well-posedness and approximation of reflected McKean-Vlasov SDEs with applications"

Language: Python - Size: 29.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

crowsonkb/mdmm

The Modified Differential Multiplier Method (MDMM) for PyTorch

Language: Python - Size: 173 KB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 59 - Forks: 13

abelsiqueira/linux-cutest

A CUTEst practical installer

Language: Shell - Size: 45.9 KB - Last synced at: 7 days ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

dschmitz89/simplenlopt 📦

SciPy style API for NLopt

Language: Python - Size: 26 MB - Last synced at: 30 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

quant-sci/optymus

Optimization methods for science and engineering.

Language: Python - Size: 115 MB - Last synced at: 17 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

TypalAcademy/proximal-projection

Numerical examples for the paper "Proximal Projection Method for Stable Linearly Constrained Optimization".

Size: 16 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

mike-gimelfarb/bboptpy

Powerful and scalable black-box optimization algorithms for Python and C++.

Language: C++ - Size: 2.44 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 7 - Forks: 1

thomas-young-2013/open-box

Generalized and Efficient Blackbox Optimization System.

Language: Python - Size: 32.2 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 83 - Forks: 85

jacobwilliams/lbfgsb

Modern Fortran Refactoring of L-BFGS-B Nonlinear Optimization Code

Language: Fortran - Size: 1.33 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1

jacobwilliams/PowellOpt

Optimization algorithms by M.J.D. Powell

Language: Fortran - Size: 1.12 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 35 - Forks: 8

jacobwilliams/optgra

Modern Fortran edition of OPTGRA optimization algorithm from ESA

Language: Fortran - Size: 694 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

jacobwilliams/conmin

Modern Fortran CONMIN Optimization Method

Language: Fortran - Size: 2.25 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

JuliaFirstOrder/SeparableOptimization.jl

A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

Language: Julia - Size: 220 KB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 25 - Forks: 4

jacobwilliams/conmax

Modern Fortran CONMAX Optimization Method for general nonlinearly constrained function minimization

Language: Fortran - Size: 900 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

jacobwilliams/schittkowski-test-problems

Mirror of Schittkowski's Test Problems for Nonlinear Programming

Language: Fortran - Size: 449 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Swiggy/Moo-GBT

Library for Multi-objective optimization in Gradient Boosted Trees

Language: Python - Size: 13.2 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 77 - Forks: 14

sovrasov/ags_nlp_solver

Derivative-free nonlinear global optimizer with python interface

Language: C++ - Size: 4.88 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 6

GeorgeMichailidis/high-dim-svar-partial-ordering

Code repository for "Structural Discovery with Partial Ordering Information for Time-Dependent Data with Convergence Guarantees"

Language: Python - Size: 104 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

platers/songpong

Synchronizing pong to music

Language: Python - Size: 55.7 KB - Last synced at: 25 days ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 2

NooriDan/ShiftScheduler

A tool to schedule TAs to lab/tutorial sections based on their availabiity

Language: Python - Size: 6.54 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

zhandawei/Bayesian_Optimization_Algorithms

standard, high-dimensional, parallel, constrained, and multiobjective Bayesian optimization algorithms

Language: MATLAB - Size: 125 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 31 - Forks: 7

StefanoFioravanzo/MAP-Elites

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 50 - Forks: 11

SapanaChaudhary/PyTorch-CPO

PyTorch implementation of Constrained Policy Optimization

Language: Python - Size: 8.91 MB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 49 - Forks: 10

mazenalamir/torczon

A simple Python-3 implementation of the derivative-free Torczon algorithm for nonlinear constrained optimization

Language: Python - Size: 26.4 KB - Last synced at: 28 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

chadha-sridi/Numerical-Methods-Optimization

Implementation of various numerical and optimization algorithms in Julia.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

slimgroup/SetIntersectionProjection.jl

Constrained optimization

Language: Julia - Size: 79.9 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 11 - Forks: 3

adrianodelr/ALQP-Solver

A lightweight, Augmented Lagrangian based quadratic program (QP) solver for Arduino Applications.

Language: C++ - Size: 45.9 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

yixuan/gradfps

Gradient-based Fantope projection and selection algorithm for sparse PCA

Language: C - Size: 341 KB - Last synced at: 2 days ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

tkphd/ternary-phase-diagram

Derivation and construction of a thermodynamic phase diagram for ternary alloy systems with 2 or 3 phases

Language: Python - Size: 389 KB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 4

cassiebuhler/conminCG

The hybrid cubic regularization of conjugate gradient minimization methods.

Language: C - Size: 249 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

pirpyn/choibc

A C++ library to compute High Order Impedance Boundary Condition coefficients.

Language: C++ - Size: 1.3 MB - Last synced at: 6 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

crherlihy/prob_fair_rmab

Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting (KDD 2023)

Language: Python - Size: 117 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

Beliavsky/Alan-Miller-Fortran

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

Size: 43 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

vshlepov/constrained_optimization

Language: Python - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jerrytheo/psopy

A SciPy compatible super fast Python implementation for Particle Swarm Optimization.

Language: Python - Size: 1.02 MB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 36 - Forks: 15

aakash2016/constrained-optimization

Language: C++ - Size: 8.67 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

Hmzbo/Visual-Solver-Application

Graphical tool to solve optimization problems

Language: Python - Size: 188 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ZIB-IOL/StochasticFrankWolfe

Implementation of the Stochastic Frank Wolfe algorithm in TensorFlow and Pytorch.

Language: Python - Size: 116 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 7

ipc-sim/IPC

Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-step sizes, velocities, or deformation severity.

Language: C++ - Size: 163 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 532 - Forks: 72

yunshengtian/BE-CBO

[ICML 2024] Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints

Language: Python - Size: 490 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

cornelius-braun/constrainedBO

Bayesian Optimization for black-box constrained problems with GP surrogate models based on trieste.

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

pothitos/naxos

A C++ Constraint Programming Library

Language: C++ - Size: 2.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 8

Realife-Brahmin/WSU-Convex-Nonlinear-Nonsmooth-Analysis-and-Optimization

Convex, Nonsmooth, Nonlinear Optimization Solver and Problems

Language: Julia - Size: 88.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

sergeivolodin/SafeContinuousStateRL

Comparing different methods (CPO, Lyapunov, own sPPO) for safe continuous-state RL as part of EE-618 course at EPFL

Language: Python - Size: 22.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

dimits-ts/numerical-optimization

Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems

Language: Jupyter Notebook - Size: 51.4 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

yonghoonlee/MO-ASMO-I

Multiobjective Adaptive Surrogate Modeling-based Optimization Toolbox I

Language: Matlab - Size: 5.2 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 11 - Forks: 2

Gecode/gecode

Generic Constraint Development Environment

Language: C++ - Size: 28.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 259 - Forks: 72

icezimmer/ConstrainedOptimization

Constrained Optimization using Frank-Wolfe Method

Language: MATLAB - Size: 11.3 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

flaviodipalo/RecSys-Project

Exploring constrained optimization techniques for SLIM RMSE and MF Recommender Systems.

Language: HTML - Size: 197 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

krzysztofarendt/modestga

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

Language: Python - Size: 681 KB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 1

MohEsmail143/numerical-optimization-techniques

A set of Jupyter notebooks that investigate and compare the performance of several numerical optimization techniques, both unconstrained (univariate search, Powell's method and Gradient Descent (fixed step and optimal step)) and constrained (Exterior Penalty method).

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Related Keywords
constrained-optimization 172 optimization 63 optimization-algorithms 25 python 20 nonlinear-optimization 19 unconstrained-optimization 19 numerical-optimization 16 machine-learning 13 deep-learning 12 matlab 11 constraint-programming 10 convex-optimization 10 pytorch 10 genetic-algorithm 9 fortran 9 gradient-descent 9 blackbox-optimization 9 bayesian-optimization 9 constraint-satisfaction-problem 7 quadratic-programming 7 optimization-methods 7 derivative-free-optimization 7 solver 7 multi-objective-optimization 6 interior-point-method 6 fortran-package-manager 6 multiobjective-optimization 5 constraints 5 operations-research 5 computer-graphics 5 machine-learning-algorithms 5 nonsmooth-optimization 5 cpp 5 augmented-lagrangian-method 5 global-optimization 5 neural-network 5 nonlinear-programming 5 bfgs 4 barrier-method 4 bobyqa 4 lincoa 4 constraint-solver 4 tensorflow 4 uobyqa 4 newuoa 4 control-systems 3 svm 3 nelder-mead 3 lbfgsb-solver 3 mpc 3 ros 3 lagrange-multipliers 3 robot 3 optimization-tools 3 model-predictive-control 3 algorithm 3 jupyter-notebook 3 frank-wolfe 3 linear-algebra 3 fairness-ai 3 fairness 3 reinforcement-learning 3 derivative-free 3 evolutionary-algorithms 3 stochastic-optimizers 3 clustering 3 data-science 3 linear-programming 3 gaussian-processes 3 deep-neural-networks 3 proximal-algorithms 3 julia 3 optimization-time-integrator 3 elastodynamics 3 programming 3 scheduling-algorithms 3 ai 3 metaheuristics 3 pycsp3 3 zeroth-order-optimization 3 xcsp3 3 nonconvex-optimization 3 cobyla 3 simulation-based-optimization 3 constraint-based-modeling 3 modern-fortran 3 gradient-free-optimization 3 powell 3 rust 2 solver-library 2 vrp 2 vrptw 2 equality-inequality-constraints 2 deep-reinforcement-learning 2 genetic-programming 2 parallel-computing 2 expensive-optimization 2 expected-improvement 2 ant-colony-optimization 2 collision-handling 2