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dc.contributor.authorDzeng, Ren-Jyeen_US
dc.contributor.authorLin, Chong-Weyen_US
dc.contributor.authorHsiao, Fan-Yien_US
dc.date.accessioned2014-12-08T15:35:51Z-
dc.date.available2014-12-08T15:35:51Z-
dc.date.issued2014-04-15en_US
dc.identifier.issn0926-5805en_US
dc.identifier.urihttp://dx.doi.org/10.1016/j.autcon.2013.12.011en_US
dc.identifier.urihttp://hdl.handle.net/11536/24236-
dc.description.abstractFunction-space assignment, which allocates a function for each space in a facility, is one of the most important factors in determining the usability performance of a building. Most architects renovate a building based on their personal perception of how the occupants might use the building instead of quantitatively analyzing their use behaviors. This study developed a function-space assignment optimization model based on the occupants' movement data as tracked by REID technology. The model mines the movement data by constructing patterns and calculating the relation values between functions. The search for the best assignment is based on the fast messy genetic algorithm (fmGA) with the objective function incorporating the preference of space size and the minimization of the distance for movement required by the occupants during the performance of their daily activities. The proposed model incorporated building-block filtering mechanism in the fmGA problem-solving process to generate enough copies of the good building blocks so more copies would remain for subsequent processing. The paper also describes two experiments that evaluate the performance of the model and compare the performances of the models with and without the building-block filtering mechanism. (C) 2014 Elsevier B.V. All rights reserved.en_US
dc.language.isoen_USen_US
dc.subjectRFIDen_US
dc.subjectOptimizationen_US
dc.subjectFunction-space assignmenten_US
dc.subjectfmGAen_US
dc.subjectGenetic algorithmen_US
dc.titleApplication of RFID tracking to the optimization of function-space assignment in buildingsen_US
dc.typeArticleen_US
dc.identifier.doi10.1016/j.autcon.2013.12.011en_US
dc.identifier.journalAUTOMATION IN CONSTRUCTIONen_US
dc.citation.volume40en_US
dc.citation.issueen_US
dc.citation.spage68en_US
dc.citation.epage83en_US
dc.contributor.department土木工程學系zh_TW
dc.contributor.departmentDepartment of Civil Engineeringen_US
dc.identifier.wosnumberWOS:000333491700007-
dc.citation.woscount0-
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