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A research toolkit for particle swarm optimization in Python
Created
2017-07-12
415 commits to master branch, last one about a year ago
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable inte...
Created
2020-05-06
2,106 commits to master branch, last one 22 days ago
An implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.
Created
2016-10-15
262 commits to master branch, last one 2 years ago
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
Created
2016-10-20
898 commits to master branch, last one 26 days ago
[***JMLR-2024***] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* versions/variants (e.g., evolutionary algorithms, swarm-based optimizers, pa...
direct-search
random-search
genetic-algorithms
global-optimization
evolution-strategies
black-box-optimization
differential-evolution
nonlinear-optimization
numerical-optimization
continuous-optimization
evolutionary-algorithms
optimization-algorithms
large-scale-optimization
zeroth-order-optimization
gradient-free-optimization
particle-swarm-optimization
consensus-based-optimization
derivative-free-optimization
population-based-optimization
estimation-of-distribution-algorithms
Created
2021-01-26
7,789 commits to main branch, last one 9 days ago
Surrogate Optimization Toolbox for Python
Created
2015-06-03
321 commits to master branch, last one 3 years ago
Hyperparameter optimization in Julia.
Created
2018-08-04
189 commits to master branch, last one about a year ago
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization
meta-heuristic
metaheuristics
genetic-algorithm
optimization-tools
global-optimization
integer-programming
optimization-methods
discrete-optimization
stochastic-optimizers
black-box-optimization
constraint-programming
differential-evolution
evolutionary-algorithms
optimization-algorithms
mathematical-programming
mathematical-optimization
mixed-integer-programming
hyperparameter-optimization
global-optimization-algorithms
Created
2016-07-13
409 commits to master branch, last one 4 months ago
A development environment for robust and global optimization
Created
2017-10-31
1,037 commits to master branch, last one about a month ago
A collection of Benchmark functions for numerical optimization problems
Created
2019-12-06
493 commits to master branch, last one 6 months ago
A solver for mixed-integer nonlinear optimization problems
Created
2018-05-31
1,823 commits to master branch, last one 3 months ago
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
optimization
metaheuristics
global-optimization
bayesian-optimization
discrete-optimization
nonlinear-programming
black-box-optimization
nonlinear-optimization
evolutionary-algorithms
implicit-differentiation
interior-point-optimizer
semidefinite-programming
automatic-differentiation
augmented-lagrangian-method
gradient-based-optimisation
method-of-moving-asymptotes
derivative-free-optimization
surrogate-assisted-optimization
mixed-integer-nonlinear-programming
Created
2021-02-14
246 commits to master branch, last one 11 months ago
Julia interface to SCIP solver
Created
2016-06-18
1,143 commits to master branch, last one 13 days ago
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
Created
2020-08-27
522 commits to master branch, last one 11 days ago
Rigorous global optimisation in pure Julia
Created
2017-06-14
59 commits to master branch, last one 2 years ago
Heuristic global optimization algorithms in Python
dds
pso
nsga2
python
nsga-ii
evolution
pathfinding
tabu-search
genetic-algorithm
genetic-algorithms
global-optimization
simulated-annealing
heuristic-optimization
ant-colony-optimization
vehicle-routing-problem
hyperparameter-optimization
particle-swarm-optimization
travelling-salesman-problem
surrogate-based-optimization
dynamically-dimensioned-search
Created
2020-05-10
8 commits to master branch, last one 3 years ago
Framework of intelligent optimization methods iOpt
Created
2022-10-05
396 commits to main branch, last one 20 days ago
Evolutionary Computation (EC): A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
Created
2023-07-11
886 commits to main branch, last one 11 days ago
TikTak: A multistart global optimization algorithm
Created
2021-02-24
50 commits to main branch, last one about a year ago