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evolutionary-computation

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Evolutionary-Intelligence / DistributedEvolutionaryComputation

Star 107

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

machine-learning artificial-intelligence genetic-programming evolutionary-algorithms ant-colony-optimization genetic-algorithms nas evolutionary-computation optimization-algorithms particle-swarm-optimization automl evolutionary-strategies swarm-intelligence evolutionary-robotics swarm-robotics distributed-artificial-intelligence distributed-evolutionary-algorithms parallel-evolutionary-algorithms
  • Updated May 15, 2024

Evolutionary-Intelligence / EC-A-Modern-Perspective

Star 41

Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).

machine-learning neuroevolution artificial-intelligence genetic-programming evolutionary-algorithms genetic-algorithms evolutionary-computation swarm-intelligence evolutionary-robotics evolution-strategies quality-diversity evolutionary-learning evolutionary-optimization bio-inspired-optimization bio-inspired-computing
  • Updated May 14, 2024
Chips-n-Salsa

cicirello / Chips-n-Salsa

Sponsor
Star 52

A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

java optimization genetic-algorithm scheduling parallel-computing multithreading mutation local-search permutations search-algorithm simulated-annealing adaptive hill-climbing evolutionary-computation metaheuristics discrete-optimization stochastic-sampling hbss vbss randomized-heuristics
  • Updated May 15, 2024
  • Java

gauravcodepro / pangenome-evolutionary

Star 1

a complete workflow for analyzing the pangenomes from the core genesets. simply have to provide the fasta files and it will do everything and will make all the accessory information plots from the evolutionary analysis. It will also check for the breakage in the phylogeny and also will perform the repoint analysis.

bioinformatics evolutionary-computation pangenome evolutionary-computing pangenome-clustering pangenome-inference
  • Updated May 2, 2024
  • Shell

EMI-Group / evox

Star 151

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

neuroevolution gym gpu-acceleration evolutionary-algorithms multi-objective-optimization ray black-box-optimization evolutionary-computation evolutionary-strategies metaheuristics jax evolutionary-optimization derivative-free-optimization gradient-free-optimization population-based-optimization brax evolutionary-reinforcement-learinig
  • Updated May 2, 2024
  • Python

moshesipper / Applied-Machine-Learning-Course

Star 32

This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.

machine-learning deep-neural-networks course deep-learning genetic-algorithm machine-learning-algorithms artificial-intelligence genetic-programming evolutionary-algorithms artificial-neural-networks machinelearning deeplearning evolutionary-algorithm evolutionary-computation
  • Updated May 1, 2024
  • Python

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