Threshold net synthesis using simulated annealing

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The author describes the development of a novel threshold net synthesis algorithm that is based on decomposition by geometrical characteristics of threshold functions. A concept of center of gravity and its related theorems are discussed. A simulated annealing algorithm is adapted for the optimal decomposition of functions with many variables. The significance of the proposed method is not in the exact decomposition of the given function, but in finding the best decomposition with a limited number of threshold elements, from which interesting engineering applications are available. Applications of threshold nets based on the proposed decomposition method are discussed.

Original languageEnglish (US)
Title of host publicationConference Proceedings - IEEE SOUTHEASTCON
PublisherPubl by IEEE
Pages1069-1073
Number of pages5
ISBN (Print)0780300335
StatePublished - Jan 1 1991
EventIEEE Proceedings of the SOUTHEASTCON '91 - Williamsburg, VA, USA
Duration: Apr 8 1991Apr 10 1991

Publication series

NameConference Proceedings - IEEE SOUTHEASTCON
Volume2
ISSN (Print)0734-7502

Other

OtherIEEE Proceedings of the SOUTHEASTCON '91
CityWilliamsburg, VA, USA
Period4/8/914/10/91

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