continuous-optimization

🎯 A comprehensive gradient-free optimization framework written in Python

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

Model and solve optimal control problems in Julia, both on CPU and GPU.

Estimation of Distribution algorithms Python package

A simple, bare bones, implementation of simulated annealing optimization algorithm.

C++ lib to perform continuous and combinatorial optimization metaheuristics with parallelism support.

Customising optimisation metaheuristics via hyper-heuristic search (CUSTOMHyS). This framework provides tools for solving, but not limited to, continuous optimisation problems using a hyper-heuristic approach for customising metaheuristics.

A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks

Local Optima Networks in Python

Yriser is an Open Source FinOps tool to perform AWS tagging best practices, tagging strategy, continuous adjustments in cloud optimization.

Adaptive Multi-Population Optimization Algorithm

Predmet: Nelinearno programiranje i evolutivni algoritmi Tema: Genetski algoritam, problem optimizacije kontinualnih funkcija Tri funkcije su: (Ackley, Griewank, Michalewicz )

An ongoing curated list of awesome frameworks, important books, articles, talks, libraries, learning tutorials, best practices and technical resources about List of Continuous Integration & Continuous Delivery Services.

This project solves the Maximum Clique Problem using continuous optimization algorithms like Projected Gradient Descent and Frank-Wolfe, implemented in a Jupyter Notebook.

Scalarization-based Exploratory Landscape Analysis for Multi-Objective Countinuous Optimization Problems

Local searches for continuous optimization implemented in C#

Javascript implementations of some of the main metaheuristic algorithms for bound constraint single objective continuous optimization problems.

Optimization framework based on swarm intelligence

A selective and fast engine for exploratory landscape analysis. pflacco alternative.