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ICANN
2005
Springer
16 years 3 days ago
Some Issues About the Generalization of Neural Networks for Time Series Prediction
Abstract. Some issues about the generalization of ANN training are investigated through experiments with several synthetic time series and real world time series. One commonly acce...
Wen Wang, Pieter H. A. J. M. van Gelder, J. K. Vri...
GECCO
2004
Springer
115views Optimization» more  GECCO 2004»
15 years 12 months ago
Parameter-Less Hierarchical BOA
Abstract. The parameter-less hierarchical Bayesian optimization algorithm (hBOA) enables the use of hBOA without the need for tuning parameters for solving each problem instance. T...
Martin Pelikan, Tz-Kai Lin
PAM
2004
Springer
15 years 12 months ago
Geometric Exploration of the Landmark Selection Problem
Abstract. Internet coordinate systems appear promising as a method for estimating network distance without direct measurement, allowing scalable configuration of emerging applicat...
Liying Tang, Mark Crovella
AI
2001
Springer
15 years 11 months ago
Search Techniques for Non-linear Constraint Satisfaction Problems with Inequalities
In recent years, interval constraint-based solvers have shown their ability to efficiently solve challenging non-linear real constraint problems. However, most of the working syst...
Marius-Calin Silaghi, Djamila Sam-Haroud, Boi Falt...
FUZZY
2001
Springer
122views Fuzzy Logic» more  FUZZY 2001»
15 years 11 months ago
On Step Width Adaptation in Simulated Annealing for Continuous Parameter Optimisation
Simulated annealing is a general optimisation algorithm, based on hill-climbing. As in hill-climbing, new candidate solutions are selected from the ‘neighbourhood’ of the curre...
Lars Nolle, Alec Goodyear, Adrian A. Hopgood, Phil...