A new evolutionary method for time series forecasting
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
On-line prediction of software reliability using an evolutionary connectionist model
Journal of Systems and Software
A multi-crossover genetic approach to multivariable PID controllers tuning
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Function based hybrid-fuzzy genetic controller for VSI based STATCOM
International Journal of Knowledge-based and Intelligent Engineering Systems
Optimal recursive digital filter design using improved genetic algorithm
SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
Evolving neural networks for static single-position automated trading
Journal of Artificial Evolution and Applications - Regular issue
A hybrid method for tuning neural network for time series forecasting
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks
Neural Processing Letters
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
An Evolutionary Approach for Vector Quantization Codebook Optimization
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A robust knowledge-based plant searching strategy
Expert Systems with Applications: An International Journal
Improving Image Vector Quantization with a Genetic Accelerated K-Means Algorithm
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
WSEAS Transactions on Signal Processing
WSEAS Transactions on Computer Research
Pattern recognition of guided waves for damage evaluation in bars
Pattern Recognition Letters
System identification using DNA computing approach
CIMMACS'08 Proceedings of the 7th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Design of robust D-stable IIR filters using genetic algorithms with embedded stability criterion
IEEE Transactions on Signal Processing
Advances in Games Technology: Software, Models, and Intelligence
Simulation and Gaming
Combining artificial neural network and particle swarm system for time series forecasting
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A prime step in the time series forecasting with hybrid methods: the function choice
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Genetic algorithms for MLP neural network parameters optimization
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A hybrid method for tuning neural network for financial time series forecasting
MS '08 Proceedings of the 19th IASTED International Conference on Modelling and Simulation
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Strategic planning for scientific and technological human resource based on BP neural network
ICNC'09 Proceedings of the 5th international conference on Natural computation
A Hybrid Intelligent Morphological Approach for Stock Market Forecasting
Neural Processing Letters
Time series forecasting using a perturbative intelligent system
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Automatic induction of projection pursuit indices
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
Classification by evolutionary generalised radial basis functions
International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems
Expert Systems with Applications: An International Journal
A class of hybrid morphological perceptrons with application in time series forecasting
Knowledge-Based Systems
A digital watermarking scheme based on singular value decomposition and tiny genetic algorithm
Digital Signal Processing
Direct search as unsupervised training algorithm for neural networks
ICS'10 Proceedings of the 14th WSEAS international conference on Systems: part of the 14th WSEAS CSCC multiconference - Volume II
Journal of Intelligent and Robotic Systems
Index-based genetic algorithm for continuous optimization problems
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Feature weighting in competitive learning for multiple object tracking in video sequences
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Resource awareness in computational intelligence
International Journal of Advanced Intelligence Paradigms
Humanoid walking gait optimization using GA-Based neural network
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Artificial Life and Robotics
Application of neural network based on particle swarm optimization in short-term load forecasting
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A robust automatic phase-adjustment method for financial forecasting
Knowledge-Based Systems
A cooperative evolutionary system for designing neural networks
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A genetic algorithm for constructing wavelet neural networks
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Fuzzy modeling of a medium-speed pulverizer using improved genetic algorithms
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Hybrid morphological methodology for software development cost estimation
Expert Systems with Applications: An International Journal
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
A group search optimizer for neural network training
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
Evolutionary computation and its applications in neural and fuzzy systems
Applied Computational Intelligence and Soft Computing
Simultaneous optimization of artificial neural networks for financial forecasting
Applied Intelligence
International Journal of Data Mining and Bioinformatics
A Morphological-Rank-Linear evolutionary method for stock market prediction
Information Sciences: an International Journal
Early experiments with neural diversity machines
Neurocomputing
Evolutionary Learning Processes to Design the Dilation-Erosion Perceptron for Weather Forecasting
Neural Processing Letters
Robust Neuroevolutionary Identification of Nonlinear Nonstationary Objects
Cybernetics and Systems Analysis
A survey of computational intelligence approaches for software reliability prediction
ACM SIGSOFT Software Engineering Notes
International Journal of Applied Evolutionary Computation
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Let a biogeography-based optimizer train your Multi-Layer Perceptron
Information Sciences: an International Journal
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This paper presents the tuning of the structure and parameters of a neural network using an improved genetic algorithm (GA). It is also shown that the improved GA performs better than the standard GA based on some benchmark test functions. A neural network with switches introduced to its links is proposed. By doing this, the proposed neural network can learn both the input-output relationships of an application and the network structure using the improved GA. The number of hidden nodes is chosen manually by increasing it from a small number until the learning performance in terms of fitness value is good enough. Application examples on sunspot forecasting and associative memory are given to show the merits of the improved GA and the proposed neural network.