A scatter-search-based learning algorithm for neural network training

A scatter-search-based learning algorithm for neural network training

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Article ID: iaor20002989
Country: United States
Volume: 2
Issue: 2
Start Page Number: 129
End Page Number: 146
Publication Date: Apr 1996
Journal: Journal of Heuristics
Authors: , ,
Keywords: tabu search
Abstract:

In this article, we propose a new scatter-search-based learning algorithm to train feed-forward neural networks. The algorithm also incorporates elements of tabu search. We describe the elements of the new approach and test the new learning algorithm on a series of classification problems. The test results demonstrate that the algorithm is significantly superior to several implementations of back-propagation.

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