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Top 71 evolutionary-algorithms open source projects

Harris-Hawks-Optimization-Algorithm-and-Applications

Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

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matlab computer-science engineering optimization modeling artificial-intelligence evolutionary-algorithms evolutionary-computation optimization-algorithms evolutionary-strategy computational-intelligence metaheuristics swarm-intelligence algorithms-and-data-structures

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

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Jupyter Notebook python c shell constrained-optimization genetic-programming evolutionary-algorithms novelty-search

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

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python Jupyter Notebook HTML reinforcement-learning evolutionary-algorithms multi-objective

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

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python Jupyter Notebook reinforcement-learning keras mcts hyperparameter-optimization evolutionary-algorithms nas monte-carlo-tree-search hyperparameter-tuning automl neural-architecture-search nasnet enas autodl

The Life Engine

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javascript simulation evolutionary-algorithms

Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)

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assembly python shell Makefile experimental quine evolutionary-algorithms self-replicating self-modifying

machine-learning-blackjack-solution

Finding an optimal Blackjack strategy using AI

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C#game machine-learning ai wpf genetic-algorithm blackjack artificial-intelligence evolutionary-algorithms

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

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python multiprocessing numpy raylib evolutionary-algorithms genetic-algorithms numba nsga-ii multiobjective-optimization

Simple Genetic Programming for Symbolic Regression in Python3

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python machine-learning regression symbolic-regression genetic-programming evolutionary-algorithms

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

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r C++machine-learning genetic-algorithm decision-making artificial-intelligence evolutionary-algorithms finite-state-machine game-theory decision-model predictive-modeling fitness-score evolutionary-computation predictor-variables explainable-ai behavioral-game-theory

Optimized-MDVRP

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

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python evolutionary-algorithms multi-objective-optimization genetic-algorithms mdvrp multi-depots

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