Scatter search and path relinking
New ideas in optimization
Time-series forecasting using GA-tuned radial basis functions
Information Sciences—Informatics and Computer Science: An International Journal - Special issue on evolutionary algorithms
Scatter Search: Methodology and Implementations in C
Scatter Search: Methodology and Implementations in C
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
Forecasting time series with a new architecture for polynomial artificial neural network
Applied Soft Computing
A neural network ensemble method with jittered training data for time series forecasting
Information Sciences: an International Journal
Probabilistic incremental program evolution
Evolutionary Computation
Hybridization of intelligent techniques and ARIMA models for time series prediction
Fuzzy Sets and Systems
Neural networks for classification: a survey
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Forecasting time series with genetic fuzzy predictor ensemble
IEEE Transactions on Fuzzy Systems
Quarterly Time-Series Forecasting With Neural Networks
IEEE Transactions on Neural Networks
Towards the evaluation of time series protection methods
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
An efficient hybrid algorithm for resource-constrained project scheduling
Information Sciences: an International Journal
Distortion-free predictive streaming time-series matching
Information Sciences: an International Journal
A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling
Information Sciences: an International Journal
New model for system behavior prediction based on belief rule based systems
Information Sciences: an International Journal
On the use of cross-validation for time series predictor evaluation
Information Sciences: an International Journal
A global-local optimization approach to parameter estimation of RBF-type models
Information Sciences: an International Journal
Financial time series forecasting with a bio-inspired fuzzy model
Expert Systems with Applications: An International Journal
New robust forecasting models for exchange rates prediction
Expert Systems with Applications: An International Journal
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data
Information Sciences: an International Journal
A Morphological-Rank-Linear evolutionary method for stock market prediction
Information Sciences: an International Journal
Recentness biased learning for time series forecasting
Information Sciences: an International Journal
Construction of a new BRB based model for time series forecasting
Applied Soft Computing
A Genetic Programming Approach for EUR/USD Exchange Rate Forecasting and Trading
Computational Economics
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Forecasting the behavior of variables (e.g., economic, financial, physical) is of strategic value for organizations, which helps to sustain practical interest in the development of alternative models and resolution procedures. This paper presents a non-linear model that combines radial basis functions and the ARMA(p,q) structure. The optimal set of parameters for such a model is difficult to find. In this paper, a scatter search meta-heuristic is used to find this optimal set. Five time series are analyzed to assess and illustrate the pertinence of the proposed meta-heuristic method.