文章基本信息

标题：Trade-off between multiple criteria in smart home control system design
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作者：Janjić, Aleksandar ; Velimirović, Lazar ; Stanković, Miomir 等
期刊名称：Facta universitatis - series: Electronics and Energetics
印刷版ISSN：0353-3670
电子版ISSN：2217-5997
出版年度：2018
卷号：31
期号：1
页码：141-153
DOI：10.2298/FUEE1801141J
出版社：University of Niš
摘要：The successful automation of a smart home relies on the ability of the smart home control system to organize, process, and analyze different sources of information, according to several criteria. Because of variety of key design criteria that every smart home of the future should meet, the main challenge is the trade-off between them in uncertain environment. In this paper, a problem of smart home design has been solved using the methodology based on multiplicative form of multi-attribute utility theory. Aggregated functions describing different smart home alternatives are compared using stochastic dominance principle. The aggregation of different criteria has been performed through their numerical convolution, unlike usual approach of pairwise comparison, allowing only the additive form of aggregation of individual criteria. The methodology is illustrated on the smart home controller parameter setting. [Project of the Serbian Ministry of Education, Science and Technological Development, Grant no. III 44006 and Grant III 42006]
关键词：MAUT; decision making; multi criteria analysis; smart home; stochastic dominance