Application of Bayesian Networks to Architectural Optimisation

UTSePress Research/Manakin Repository

Search UTSePress Research


Advanced Search

Browse

My Account

Show simple item record

dc.contributor.author Parakhine, Artem en_US
dc.contributor.author O'Neill, Tim en_US
dc.contributor.author Leaney, John en_US
dc.contributor.editor NA en_US
dc.date.accessioned 2009-11-09T05:35:43Z
dc.date.available 2009-11-09T05:35:43Z
dc.date.issued 2007 en_US
dc.identifier 2007000569 en_US
dc.identifier.citation Parakhine Artem, O'Neill Tim, and Leaney John 2007, 'Application of Bayesian Networks to Architectural Optimisation', IEEE, CA, USA, pp. 37-44. en_US
dc.identifier.issn 0-7695-2772-8 en_US
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/2452
dc.description.abstract The field of optimisation covers a great multitude of principles, methods and frameworks aimed at maximisation of an objective under constraints. However, the classical optimisation can not be easily applied in the context of computer-based systems architecture as there is not enough knowledge concerning the dependencies between non-functional qualities of the system. Out approach is based on the simulation optimisation methodology where the system simulation is first created to assess the current state of the design with respect to the objectives. The results of the simulation are used to construct a Bayesian belief network which effectively becomes a base for an objective function and serves as the main source of the decision support pertaining to the guidance of the optimisation process. The potential effects of each proposed change or combination of changes is then examined by updating and re-evaluating the system simulation en_US
dc.publisher IEEE en_US
dc.relation.isbasedon http://dx.doi.org/10.1109/ECBS.2007.19 en_US
dc.title Application of Bayesian Networks to Architectural Optimisation en_US
dc.parent Proceedings of the 20th IEEE International Conference on Engineering of Computer Based Systems (ECBS) en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation CA, USA en_US
dc.identifier.startpage 37 en_US
dc.identifier.endpage 44 en_US
dc.cauo.name FEIT.School of Systems, Management and Leadership en_US
dc.conference Verified OK en_US
dc.conference.location Tucson, Arizona en_US
dc.for 080300 en_US
dc.personcode 110945 en_US
dc.personcode 010916 en_US
dc.personcode 730376 en_US
dc.percentage 100 en_US
dc.classification.name Distributed Computing en_US
dc.classification.type FOR-08 en_US
dc.custom IEEE International Conference and Workshop on the Engineering of Computer Based Systems en_US
dc.date.activity 20070326 en_US
dc.location.activity Tucson, Arizona en_US
dc.description.keywords belief networks optimisation software architecture en_US
dc.staffid 730376 en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record