The design and complexity of exact multilayered perceptrons

P.J. Zwietering, E.H.L. Aarts, J. Wessels

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

We investigate the network complexity of multilayered perceptrons for solving exactly a given problem. We limit our study to the class of combinatorial optimization problems. It is shown how these problems can be reformulated as binary classification problems and how they can be solved by multilayered perceptrons.
Original languageEnglish
Pages (from-to)185-199
JournalInternational Journal of Neural Systems
Volume2
Issue number3
DOIs
Publication statusPublished - 1991

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