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Differential Evolution for Neural Networks Optimization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-0-387-30164-8_589openalex-snapshot
Neuroevolution
inferredcites →https://doi.org/10.1007/978-3-319-10762-2_16openalex-snapshot
A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion
inferredcites →https://doi.org/10.1007/978-3-319-62398-6_51openalex-snapshot
A Deep Learning Semantic Approach to Emotion Recognition Using the IBM Watson Bluemix Alchemy Language
inferredcites →https://doi.org/10.1007/978-3-319-72926-8_33openalex-snapshot
Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks?
inferredcites →https://doi.org/10.1007/bf00993252openalex-snapshot
Dynamic Parameter Encoding for Genetic Algorithms
inferredcites →https://doi.org/10.1007/s00521-011-0741-0openalex-snapshot
Time series forecasting by evolving artificial neural networks using genetic algorithms, differential evolution and estimation of distribution algorithm
inferredcites →https://doi.org/10.1007/s12065-007-0002-4openalex-snapshot
Neuroevolution: from architectures to learning
inferredcites →https://doi.org/10.1016/j.asoc.2011.02.012openalex-snapshot
Differential evolution as the global optimization technique and its application to structural optimization
inferredcites →https://doi.org/10.1016/j.asoc.2014.03.039openalex-snapshot
Differential Evolution algorithms applied to Neural Network training suffer from stagnation
inferredcites →https://doi.org/10.1016/j.asoc.2016.08.001openalex-snapshot
Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets
inferredcites →https://doi.org/10.1016/j.eswa.2014.08.018openalex-snapshot
Back propagation neural network with adaptive differential evolution algorithm for time series forecasting
inferredcites →https://doi.org/10.1016/j.jalgor.2009.04.002openalex-snapshot
Neuroevolution strategies for episodic reinforcement learning
inferredcites →https://doi.org/10.1016/j.neucom.2013.04.036openalex-snapshot
A modified differential evolution algorithm for unconstrained optimization problems
inferredcites →https://doi.org/10.1016/j.swevo.2016.01.004openalex-snapshot
Recent advances in differential evolution – An updated survey
inferredcites →https://doi.org/10.1023/a:1008202821328openalex-snapshot
Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces
inferredcites →https://doi.org/10.1023/a:1022995128597openalex-snapshot
Differential Evolution Training Algorithm for Feed-Forward Neural Networks
inferredcites →https://doi.org/10.1038/323533a0openalex-snapshot
Learning representations by back-propagating errors
inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot
Deep learning
inferredcites →https://doi.org/10.1080/01621459.1979.10481670openalex-snapshot
Using Weighted Rankings in the Analysis of Complete Blocks with Additive Block Effects
inferredcites →https://doi.org/10.1109/5.784219openalex-snapshot
Evolving artificial neural networks
inferredcites →https://doi.org/10.1109/asru.2013.6707742openalex-snapshot
Hybrid speech recognition with Deep Bidirectional LSTM
inferredcites →https://doi.org/10.1109/cec.2004.1331139openalex-snapshot
A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems
inferredcites →https://doi.org/10.1109/cec.2009.4983171openalex-snapshot
Multi-start JADE with knowledge transfer for numerical optimization
inferredcites →https://doi.org/10.1109/cec.2013.6557555openalex-snapshot
Success-history based parameter adaptation for Differential Evolution
inferredcites →https://doi.org/10.1109/cec.2014.6900380openalex-snapshot
Improving the search performance of SHADE using linear population size reduction
inferredcites →https://doi.org/10.1109/icsmc.1997.635142openalex-snapshot
A new training algorithm for the general regression neural network
inferredcites →https://doi.org/10.1109/msp.2012.2205597openalex-snapshot
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
inferredcites →https://doi.org/10.1109/smc.2015.373openalex-snapshot
Linear Ordering Optimization with a Combinatorial Differential Evolution
inferredcites →https://doi.org/10.1109/tevc.2006.872133openalex-snapshot
Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems
inferredcites →https://doi.org/10.1109/tevc.2008.2009457openalex-snapshot
Differential Evolution Using a Neighborhood-Based Mutation Operator
inferredcites →https://doi.org/10.1142/s0218001417590248openalex-snapshot
A Multistrain Bacterial Diffusion Model for Link Prediction
inferredcites →https://doi.org/10.1145/1276958.1277205openalex-snapshot
Center of mass encoding
inferredcites →https://doi.org/10.1145/2001576.2001837openalex-snapshot
Self-adaptive mutation in the differential evolution
inferredcites →https://doi.org/10.1145/2908812.2908916openalex-snapshot
Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1162/neco_a_00052openalex-snapshot
Deep, Big, Simple Neural Nets for Handwritten Digit Recognition
inferredcites →https://doi.org/10.3156/jsoft.29.5_177_2openalex-snapshot
GAN(Generative Adversarial Nets)
inferredcites →https://doi.org/10.3233/aic-150693openalex-snapshot
Self regulating mechanisms for network immunization
inferredcites →https://doi.org/10.3390/a11110188openalex-snapshot
Differential-Evolution-Based Coevolution Ant Colony Optimization Algorithm for Bayesian Network Structure Learning
inferredcites →https://doi.org/10.3390/app8101945openalex-snapshot
Differential Evolution: A Survey and Analysis
inferredcites →https://doi.org/10.4000/books.aaccademia.4799openalex-snapshot
Detecting Hate Speech for Italian Language in Social Media
inferredcites →https://doi.org/10.48550/arxiv.1407.8339openalex-snapshot
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms
inferredcites →https://doi.org/10.5555/2946645.2946695openalex-snapshot
Combinatorial multi-armed bandit and its extension to probabilistically triggered arms

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Applications in Medical Technology for Optimized Convolutional Neural Network Using Differential Evolutionary Algorithm
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inferred← citeshttps://doi.org/10.1007/s11831-026-10724-2openalex-snapshot
Differential Evolution for Deep Learning: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1007/s43546-022-00328-wopenalex-snapshot
Systematic literature review of the performance characteristics of Chebyshev polynomials in machine learning applications for economic forecasting in low-income communities in sub-Saharan Africa
inferred← citeshttps://doi.org/10.1016/b978-0-443-15284-9.00010-0openalex-snapshot
Self-adaptive evolutionary of non-tuned neural network—concept
inferred← citeshttps://doi.org/10.1016/j.asoc.2023.111211openalex-snapshot
Lens imaging opposition-based learning for differential evolution with cauchy perturbation
inferred← citeshttps://doi.org/10.1016/j.bspc.2023.105879openalex-snapshot
An evolutionary crow search algorithm equipped with interactive memory mechanism to optimize artificial neural network for disease diagnosis
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inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131257openalex-snapshot
GEGAN: gradient-guided evolutionary framework for GAN optimization
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Neuro-evolutionary models for imbalanced classification problems
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Predictive models for concrete properties using machine learning and deep learning approaches: A review
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Differential Evolution Neural Network Optimization with Individual Dependent Mechanism
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Training Convolutional Neural Networks with Differential Evolution using Concurrent Task Apportioning on Hybrid CPU-GPU Architectures
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Comparative Performances of Neural Networks of Variant Architectures Trained with Backpropagation and Differential Evolution
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Meta-Heuristic Optimization Based Convolutional Neural Network for Medical Image Classification: A Survey
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Adaptive Niching-Based Gradient-Accelerated Differential Evolution for High-Dimensional Nonconvex Optimization
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