文章基本信息

标题：Solution of the Augmenting Sequence of Linear Programming Problems as a Tool for the Intellectual Home Environment’s Self-Training
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作者：Dmuchovskis ; Andrius ; Jasinevicius 等
期刊名称：Information Technology And Control
印刷版ISSN：2335-884X
出版年度：2015
卷号：44
期号：2
页码：221-233
DOI：10.5755/j01.itc.44.2.10235
语种：English
出版社：Kaunas University of Technology
摘要：This work presents the solution based on the augmenting sequence of linear programming problems (LPP) as a tool for intellectualizing home environment. The proposed solution empowers the intelligent decision making procedure which can be applied to various intelligent control applications. The augmenting self-training procedure based on LPP approach is presented as well, which allows making reasonable decisions having only limited data about the controlled environment. The method permits retraining the decision making system when new data is available. As a proof of concept, this solution is applied to intelligent light control application. The obtained simulation results show the method’s capability in making reasonable decisions according to users preferences. DOI: http://dx.doi.org/10.5755/j01.itc.44.2.10235
关键词：Linear programming;augmenting self-training;intelligent control;intelligent decision making;smart home environment