A Parallelizable Operation Scheme of the Boltzmann Machine Optimizer Based on Group Updates

Likas, A; Papageorgiou, G; Stafylopatis, A

dc.contributor.author	Likas, A	en
dc.contributor.author	Papageorgiou, G	en
dc.contributor.author	Stafylopatis, A	en
dc.date.accessioned	2014-03-01T01:43:03Z
dc.date.available	2014-03-01T01:43:03Z
dc.date.issued	1995	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/24018
dc.subject	boltzmann machine	en
dc.subject	Independent Set	en
dc.title	A Parallelizable Operation Scheme of the Boltzmann Machine Optimizer Based on Group Updates	en
heal.type	journalArticle	en
heal.publicationDate	1995	en
heal.abstract	An operation scheme for the Boltzmann Machine Optimizer is proposed thatis suitable for parallelization and is based on the notion of group updates. It hasthe advantage of suggesting transitions between states that differ in more than oneunit and exhibits greater flexibility in accepting such transitions compared to thepure sequential case. The performance of the method is evaluated on the WeightedMaximum	en