Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks?

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Modernism and...

• Publication date

  2017-09-14

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1007/978-3-319-72926-8_33
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Top Downloads in IEEE Xplore [Reader's Choice]

  2017cited by this paper
• Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion

  2016cited by this paper
• Hybrid computing using a neural network with dynamic external memory

  2016cited by this paper
• Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets

  2016cited by this paper
• Recent advances in differential evolution - An updated survey

  2016cited by this paper
• Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks

  2016cited by this paper
• Neural Programmer-Interpreters

  2015cited by this paper
• Back propagation neural network with adaptive differential evolution algorithm for time series forecasting

  2015cited by this paper
• Deep Learning

  2015cited by this paper
• Differential Evolution: A Practical Approach to Global Optimization

  2014cited by this paper
• A Neuroevolution Approach to General Atari Game Playing

  2014cited by this paper
• Differential Evolution algorithms applied to Neural Network training suffer from stagnation

  2014cited by this paper
• ImageNet classification with deep convolutional neural networks

  2012cited by this paper
• Differential Evolution: A Survey of the State-of-the-Art

  2011cited by this paper
• Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm

  2011cited by this paper
• Differential Evolution Using a Neighborhood-Based Mutation Operator

  2009cited by this paper
• Neuroevolution strategies for episodic reinforcement learning

  2009cited by this paper
• Evolving competitive car controllers for racing games with neuroevolution

  2009cited by this paper
• Neuroevolution: from architectures to learning

  2008cited by this paper
• A unified architecture for natural language processing: deep neural networks with multitask learning

  2008cited by this paper
• Center of mass encoding: a self-adaptive representation with adjustable redundancy for real-valued parameters

  2007cited by this paper
• Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems

  2006cited by this paper
• A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems

  2004cited by this paper
• Neuroevolution for reinforcement learning using evolution strategies

  2003cited by this paper
• Differential Evolution Training Algorithm for Feed-Forward Neural Networks

  2003cited by this paper
• Evolving artificial neural networks

  1999cited by this paper
• A new training algorithm for the general regression neural network

  1997cited by this paper
• Combinations of genetic algorithms and neural networks: a survey of the state of the art

  1992cited by this paper
• Dynamic Parameter Encoding for Genetic Algorithms

  1992cited by this paper

• Prediction of Diesel Engine Performance and Emissions Under Variations in Backpressure, Load, and Compression Ratio Using an Artificial Neural Network

  2025cites this paper
• On the use of machine learning methods to improve the estimation of gross primary productivity of maize field with drip irrigation

  2023cites this paper
• Artificial Life and Evolutionary Computation: 14th Italian Workshop, WIVACE 2019, Rende, Italy, September 18–20, 2019, Revised Selected Papers

  2020cites this paper
• Differential Evolution for Neural Networks Optimization

  2020cites this paper
• Adaptively Transferring Deep Neural Networks with a Hybrid Evolution Strategy

  2020cites this paper
• An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer

  2019cites this paper
• Limited Evaluation Evolutionary Optimization of Large Neural Networks

  2018cites this paper
• Neural Random Access Machines Optimized by Differential Evolution

  2018cites this paper
• Evolutionary Optimization Techniques to enhance Deep Learning

  2018cites this paper
• Evolutionary Algorithms with Neural Networks to optimize Big Data Cache

  2018cites this paper