jMetal: a framework for multi-objective optimization with metaheuristics

A PyTorch Library for Multi-Task Learning

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

A framework for single/multi-objective optimization with metaheuristics

Learning how to implement GA and NSGA-II for job shop scheduling problem in python

Evolutionary & genetic algorithms for Julia

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

A very fast, 90% vectorized, NSGA-II algorithm in matlab.

[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

🔧 🐝 A set of classes implementing single- and multi-objective Particle Swarm Optimization techniques for Cloudlet scheduling and WSN Localization optimizations. This code is part of the thesis titled "Optimizing Cloudlet Scheduling and Wireless Sensor Localization using Computational Intelligence Techniques", by Hussein S. Al-Olimat at UT.

an implementation of NSGA-II in java

Experimental design and (multi-objective) bayesian optimization.

Capacitated vehicle routing problem implemented in python using DEAP package. Non dominated sorting Genetic algorithm is used to solve Multiobjective problem of minimizing Total distance travelled by all vehicles and minimizing total number of vehicles at same time.

An open source framework for interactive multiobjective optimization methods

Genetic algorithms applied in Computer Fluid Dynamics for multiobjective optimization - Senior Thesis in Mechanical Engineering at the University of Vermont

Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)

This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"

Implementation of Non-dominated Sorting Genetic Algorithm (NSGA-II), a Multi-Objective Optimization Algorithm in Python

Refactored NSGA2, Non-dominated sorting genetic algorithm, implementation in C based on the code written by Dr. Kalyanmoy Deb.