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Dec 8, 2022 - Jupyter Notebook
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weight-optimization
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Genetic Algorithm for Neural Network Architecture and Hyperparameter Optimization and Neural Network Weight Optimization with Genetic Algorithm
machine-learning neural-network optimization genetic-algorithm hyperparameter-optimization genetic-algorithms neural optimization-algorithms neuro-evolution weight-optimization
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Mar 28, 2019 - Jupyter Notebook
This project aims to use genetic algorithms to boost the learning of DNN. Building and training a family of NN with same structure and hyperparameters from scratch but starting from different random weights. After a few epochs of training, the networks that perform better are chosen and crossover their weights in order to mating and produce the …
python deep-neural-networks genetic-algorithm artificial-intelligence neural-networks artificial-neural-networks deeplearning genetic-algorithms weight-optimization
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Jan 15, 2019 - Jupyter Notebook
Excel file and Python code used in the published SLR paper: RNN-LSTM: From Applications to Modeling Techniques and Beyond - Systematic Review
machine-learning deep-learning lstm hyperparameter-optimization rnn hyperparameter-tuning weight-initialization weight-initializers slr weight-optimization metaheuristic-algorithms systematic-review met-huristic
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Nov 13, 2024 - Jupyter Notebook
Weight optimization of a truss structure via evolution strategy.
engineering optimization evolution-strategy weight-optimization design-optimization truss-optimization ingo-rechenberg
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Mar 12, 2023 - MATLAB
Optimizing neural network weights using Evolutionary Algorithms
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Jan 22, 2024 - Jupyter Notebook
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