Projekt na przedmiot Algorytmy Genetyczne
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Updated
Jan 14, 2018 - Python
Projekt na przedmiot Algorytmy Genetyczne
Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.
Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.
Various studies show that criticality is an attractor in biological evolution. Which conditions have to be fulfilled, such that criticality acts as an attractor in our neuroevolution simulation? -- Masters Thesis Project ---
Particle Swarm Optimization and Evolutionary Strategy
Dissertation for Imperial BEng Maths and CS
Implementation of EDCA-Net published in International Journal of Neural System.
https://www.researchgate.net/publication/350344034_Sequence-based_model_of_cumulative_cultural_evolution Evolutionary Algorithm based on Cumulative Cultural Evolution. Uses a mix of gradient descent - individual learning - and inheritance - copying - that selection acts upon. Serves as sequene-based model of cumulative cultural evolution - Focus…
High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters
Small experiments on MNIST to evaluate ES and GA against SGD
A comprehensive suite of Python-based machine learning models for predictive analytics, employing different evolutionary algorithms for data analysis across various topics.
Evolutionary computing and variational optimization for training neural networks
evolutionary-based approach in RBF neural network training
Implementation of the evolutionary algorithm ES (μ+λ) for finding the minimum/maximum of a function
Genetic algorithm final project
Evolutionary Path Finding.
Implementation of RBF nerual network trained using evolutionary strategy for my computational intelligence final project
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184
JADE - Adaptive Differential Evolution
First assignment for Evolutionary Computing class at @Vrije-Universiteit-Amsterdam
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