Meta-Tacs: a trust model demonstration of robustness through a genetic algorithm

Gómez Marmol, Félix; Martínez Pérez, Gregorio; Marín Blázquez, Javier G.

Publication:
Meta-Tacs: a trust model demonstration of robustness through a genetic algorithm

dc.contributor.author	Gómez Marmol, Félix
dc.contributor.author	Martínez Pérez, Gregorio
dc.contributor.author	Marín Blázquez, Javier G.
dc.contributor.department	Ingeniería de la Información y las Comunicaciones
dc.date.accessioned	2024-02-02T11:22:51Z
dc.date.available	2024-02-02T11:22:51Z
dc.date.created	2011
dc.description	©2011. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/ This document is the Published version of a Published Work that appeared in final form in Intelligent Automation and Soft Computing	es
dc.description.abstract	Ensuring trust and confidence in virtual communities ’ transactions is a critical issue nowadays. But even more important can become the use of robust and accurate trust models allowing an entity to decide which other entity to interact with. This paper aims to study the robustness of TACS (Trust Ant Colony System), a previously proposed bio-inspired P2P trust model, when applying a genetic algorithm in order to find the range of values of its working parameters that provides the best TACS performance. The optimization of those parameters has been carried out using the CHC genetic algorithm. Experiments seems to demonstrate that TACS can achieve high performance ratios due to the enhancement provided by META-TACS, and to achieve them for a wide range of working parameters, hence showing a remarkable robustness	es
dc.format	application/pdf	es
dc.format.extent	19	es
dc.identifier.citation	Intelligent Automation and Soft Computing, Vol. 17, No. 1, pp. 41-59, 2011
dc.identifier.issn	1079-8587
dc.identifier.issn	2326-005X
dc.identifier.uri	http://hdl.handle.net/10201/138542
dc.language	eng	es
dc.publisher	Tech Science Press	es
dc.relation	Sin financiación externa a la Universidad	es
dc.rights	info:eu-repo/semantics/openAccess	es
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 Internacional	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/	*
dc.subject	Robust Trust Model	es
dc.subject	CHC Genetic Algorithm	es
dc.subject	TACS	es
dc.subject	Trust Ant Colony System	es
dc.subject	Trust management	es
dc.subject	P2P Networks	es
dc.subject	Meta-heuristics	es
dc.subject.other	CDU::0 - Generalidades.::00 - Ciencia y conocimiento. Investigación. Cultura. Humanidades.::004 - Ciencia y tecnología de los ordenadores. Informática.	es
dc.title	Meta-Tacs: a trust model demonstration of robustness through a genetic algorithm	es
dc.type	info:eu-repo/semantics/article	es
dspace.entity.type	Publication	es