optimization-algorithms

There are 69 repositories under optimization-algorithms topic.

CleverAlgorithms
Jason2Brownlee / CleverAlgorithms
Clever Algorithms: Nature-Inspired Programming Recipes
algorithms book computational-intelligence machine-learning-algorithms optimization-algorithms
Language:TeX 2089
timefold-solver
TimefoldAI / timefold-solver
The open source Solver AI for Java and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.
ai artificial-intelligence cvrp employee-scheduling vehicle-routing vehicle-routing-problem vrp vrptw maintenance-scheduling planning-algorithms operations-research resource-allocation solver-library java optimization-algorithms solver kotlin constraint-programming constraint-solver
Language:Java 1494
ljvmiranda921 / pyswarms
A research toolkit for particle swarm optimization in Python
particle-swarm-optimization optimization-tools pso global-optimization swarm-intelligence machine-learning discrete-optimization optimization optimization-algorithms metaheuristics algorithm
Language:Python 1366
ahundt / awesome-robotics
A curated list of awesome links and software libraries that are useful for robots.
robotics robot ros tensorflow machine-learning reinforcement-learning sensors physics simulation deep-learning point-cloud datasets optimization optimization-algorithms planning-algorithms awesome awesome-list lists list image-segmentation
1253
Captain1986 / CaptainBlackboard
船长关于机器学习、计算机视觉和工程技术的总结和分享
deep-learning computer-vision convolutional-neural-networks optimization-algorithms summary
Language:C++ 1252
argmin-rs / argmin
Numerical optimization in pure Rust
numerical-optimization optimization optimization-algorithms optimization-methods optimizer rust
Language:Rust 1190
cvxgrp / cvxportfolio
Portfolio optimization and back-testing.
convex-optimization finance optimization optimization-algorithms optimization-methods optimizer portfolio-optimization python time-series
Language:Python 1126
nnaisense / evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
artificial-intelligence evolutionary-computation neural-networks optimization-algorithms distributed gpu python pytorch optimization reinforcement-learning evolutionary-algorithms neuroevolution
Language:Python 1100
PatWie / CppNumericalSolvers
a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates
solver optimization-algorithms optimization-tools mathematics eigen gradient-computation optimization bfgs lbfgs solvers numerical-optimization-methods newton minimization minimization-algorithm lbfgsb-solver lbfgs-solver constrained-optimization expression-templates optimization-methods
Language:C++ 937
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm metaheuristics evolutionary-strategy artificial-intelligence pagmo python3 python
Language:C++ 895
kthohr / optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
optim evolutionary-algorithms differential-evolution particle-swarm-optimization bfgs cpp cpp11 lbfgs optimization optimization-algorithms openmp openmp-parallelization armadillo numerical-optimization-methods gradient-descent newton eigen automatic-differentiation eigen3
Language:C++ 877
ArashPartow / exprtk
C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html
ast c-plus-plus compiler expression-evaluator expression-parser exprtk grammar high-performance language lexer math math-expressions mathematics mirrored-repository mit-license numerical-calculations optimization-algorithms parser scientific-computing semantic-analyzer
Language:C++ 861
mlpack / ensmallen
A header-only C++ library for numerical optimization --
deep-learning function-optimization machine-learning minimization optimization optimization-algorithms
Language:C++ 796
PytLab / gaft
A Genetic Algorithm Framework in Python (not for production level)
genetic-algorithm global-optimization optimization-algorithms
Language:Python 748
AGI-Arena / MARS
The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models
fine-tuning large-language-models optimization-algorithms optimizer pretraining
Language:Python 712
cerndb / dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
machine-learning deep-learning apache-spark data-parallelism distributed-optimizers keras optimization-algorithms tensorflow data-science hadoop
Language:Python 623
scs
cvxgrp / scs
Splitting Conic Solver
cone-programming convex-optimization first-order-methods linear-programming numerical-optimization optimization optimization-algorithms quadratic-programming semidefinite-programming solver
Language:C 598
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers discrete-optimization continuous-optimization genetic-algorithm evolutionary-algorithm genetic-algorithm-framework simulated-annealing particle-swarm-optimization hill-climbing tabu-search harmony-search
Language:Python 579
coin-or / python-mip
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
integer-programming mip linear-programming optimization modeling optimization-tools optimization-algorithms optimization-framework
Language:Linear Programming 579
swarmlib
HaaLeo / swarmlib
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
ant-colony-optimization traveling-salesman-problem tsplib95 tsp aco pypi tsplib optimization-algorithms swarm firefly-algorithm cuckoo-search levy-walks heuristic-search-algorithms heuristic-optimization pso particle-swarm-optimization artificial-bee-colony grey-wolf-optimizer gwo whale-optimization
Language:Python 558
Tim-Salzmann / l4casadi
Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.
acados casadi learning-control machine-learning optimization optimization-algorithms cplusplus deep-learning python pytorch optimization-methods learning-for-control
Language:Python 516
esa / pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing meta-heuristic meta-heuristics evolutionary-strategy evolutionary-computation artificial-intelligence
Language:C++ 507
3dem / relion
Image-processing software for cryo-electron microscopy
microscopy cryo-em hpc cuda image-processing biomolecular-dynamics molecular-biology molecular-structures atomistic-models ctf high-performance-computing graphics-programming gui microscope optimization-algorithms maximum-likelihood likelihood relion regularization nvidia
Language:C++ 504
optimatika / ojAlgo
oj! Algorithms
ojalgo algorithm java linear-algebra optimization arrays multi-threading mathematical-programming optimization-algorithms algorithms machine-learning matrix-library sparse-matrix blas lapack math solver least-squares polynomial transformations
Language:Java 491
oxfordcontrol / Clarabel.rs
Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.
conic-optimization conic-programs convex-optimization interior-point-method linear-programming optimization optimization-algorithms quadratic-programming rust-lang semidefinite-programming
Language:Rust 482
star2dust / paper-simulation
Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
paper-simulations matlab robotics cooperative-manipulation multi-agent-systems formation-control optimization-algorithms multi-robot-cooperation
Language:MATLAB 400
j-w-yun / optimizer-visualization
Visualize Tensorflow's optimizers.
tensorflow machine-learning optimization-algorithms learning-rate optimizer-visualization adamoptimizer gradientdescentoptimizer
Language:Python 396
Uno
cvanaret / Uno
A highly customizable SQP & barrier solver for nonlinearly constrained optimization
optimization-algorithms optimization-methods optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms gradient-descent newton-method numerical-optimization interior-point-method quadratic-programming sequential-quadratic-programming continuous-optimization mathematical-programming constrained-optimization nonconvex-optimization mathematical-optimization optimization-solver local-optimization cpp
Language:C++ 393
YuanhaoGong / CurvatureFilter
Curvature Filters are efficient solvers for Variational Models
curvature curvature-filters image-processing optimization-algorithms differential-geometry opencv matlab itk python
Language:C++ 392
NVIDIA / cuopt-examples
NVIDIA cuOpt examples for decision optimization
vehicle-routing-problem gpu operations-research optimization optimization-algorithms route-optimization traveling-salesman-problem combinatorial-optimization linear-programming mixed-integer-programming
Language:Jupyter Notebook 377
benfred / fmin
Unconstrained function minimization in Javascript
numerical-optimization optimization-algorithms visualization
Language:JavaScript 367
LucXiong / Swarm-intelligence-optimization-algorithm
种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、狼群搜索算法(2007WPS, 2013WPA)、正余弦优化算法(Sine Cosine Algorithm, CSA）、烟花算法(Fireworks Algorithm, FA)
csa fa gsa optimization-algorithms sbo ssa wpa wps
Language:Python 358
phonegapX / alphasickle
多因子指数增强策略/多因子全流程实现
finance ff3 factor-analysis data-science data-visualization data-analysis mvo stock-analysis stock-price-prediction stock-market quant quantitative-finance optimization-algorithms
Language:Python 353
hiroyuki-kasai / NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
nmf optimization-algorithms matrix-factorization data-analysis constrained-optimization gradient-descent matlab-toolbox online-learning stochastic-optimizers robust-optimization sparse-representations orthogonal nonnegative-matrix-factorization nonnegativity-constraints probabilistic-matrix-factorization clustering-algorithm divergence
Language:MATLAB 335
apache / incubator-kie-optaplanner-quickstarts
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
java kotlin maven gradle quarkus spring-boot artificial-intelligence optimization-algorithms mathematical-optimization constraint-solver solver operations-research
Language:Java 327
imagry / aleph_star
Reinforcement learning with A* and a deep heuristic
reinforcement-learning reinforcement-learning-algorithms dqn machine-learning-algorithms control-systems optimization-algorithms shortest-path
Language:Jupyter Notebook 296