Optimization of control parameters for genetic algorithms
IEEE Transactions on Systems, Man and Cybernetics
Proceedings of the third international conference on Genetic algorithms
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Efficient reinforcement learning through symbiotic evolution
Machine Learning - Special issue on reinforcement learning
Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Neural networks for pattern recognition
Neural networks for pattern recognition
Artificial Life
Towards designing artificial neural networks by evolution
Applied Mathematics and Computation - Special issue on articficial life and robotics
Evolving Multilayer Perceptrons
Neural Processing Letters
Co-evolutionary search in asymmetric spaces
Information Sciences—Informatics and Computer Science: An International Journal - Special issue on evolutionary algorithms
The Symbiotic Evolution of Solutions and Their Representations
Proceedings of the 6th International Conference on Genetic Algorithms
Evolutionary Neural Networks for Nonlinear Dynamics Modeling
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Distributed Coevolutionary Genetic Algorithms for Multi-Criteria and Multi-Constraint Optimisation
Selected Papers from AISB Workshop on Evolutionary Computing
Technologies for constructing intelligent systems
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
A hybrid genetic-neural architecture for stock indexes forecasting
Information Sciences: an International Journal - Special issue: Computational intelligence in economics and finance
A hybrid search algorithm with heuristics for resource allocation problem
Information Sciences—Informatics and Computer Science: An International Journal
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents
Evolutionary Computation
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
Co-evolutionary learning of neural networks
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
New methods for competitive coevolution
Evolutionary Computation
Forming neural networks through efficient and adaptive coevolution
Evolutionary Computation
Specifying evolutionary algorithms in XML
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
ARGEN + AREPO: improving the search process with artificial genetic engineering
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
No free lunch theorems for optimization
IEEE Transactions on Evolutionary Computation
Evolutionary ensembles with negative correlation learning
IEEE Transactions on Evolutionary Computation
Inducing oblique decision trees with evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Cooperative coevolution of artificial neural network ensembles for pattern classification
IEEE Transactions on Evolutionary Computation
Forecasting time series with genetic fuzzy predictor ensemble
IEEE Transactions on Fuzzy Systems
The cascade-correlation learning: a projection pursuit learning perspective
IEEE Transactions on Neural Networks
Constructive neural-network learning algorithms for pattern classification
IEEE Transactions on Neural Networks
Statistical analysis of the parameters of a neuro-genetic algorithm
IEEE Transactions on Neural Networks
Tuning of the structure and parameters of a neural network using an improved genetic algorithm
IEEE Transactions on Neural Networks
COVNET: a cooperative coevolutionary model for evolving artificial neural networks
IEEE Transactions on Neural Networks
A constructive algorithm for training cooperative neural network ensembles
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
An evolutionary algorithm that constructs recurrent neural networks
IEEE Transactions on Neural Networks
Numerical solution of a system of fuzzy polynomials by fuzzy neural network
Information Sciences: an International Journal
The upper and lower bounds of the information-hiding capacity of digital images
Information Sciences: an International Journal
The Average Radius of Attraction Basin of Hopfield Neural Networks
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
A dynamic threshold decision system for stock trading signal detection
Applied Soft Computing
A two-stage evolutionary algorithm based on sensitivity and accuracy for multi-class problems
Information Sciences: an International Journal
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In this paper we present a comparative study of several methods that combine evolutionary algorithms and local search to optimize multilayer perceptrons: A method that optimizes the architecture and initial weights of multilayer perceptrons; another that searches for training algorithm parameters, and finally, a co-evolutionary algorithm, introduced here, that handles the architecture, the network's initial weights and the training algorithm parameters. Our aim is to determine how the co-evolutive method can obtain better results from the point of view of running time and classification ability. Experimental results show that the co-evolutionary method obtains similar or better results than the other approaches, requiring far less training epochs and thus, reducing running time.