Self-Organizing Maps for Analysis of Expandable Polystyrene Batch Process
نویسندگان
چکیده
منابع مشابه
Self-Organizing Maps for Analysis of Expandable Polystyrene Batch Process
Self-organizing maps (SOM) have been successfully applied in many fields of research. In this paper, we demonstrate the use of SOM-based method for the analysis of Expandable PolyStyrene (EPS) batch process. To this end, a data set of EPS-batch process was used for training a SOM. Reference vectors of the SOM were then classified by K-means algorithm into six clusters, which represent product t...
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شبکه خود سازمانده پرکاربردترین شبکه عصبی برای انجام خوشه بندی و کوانتیزه نمودن برداری است. از زمان معرفی این شبکه تاکنون، از این روش در مسائل مختلف در حوزه های گوناگون استفاده و توسعه ها و بهبودهای متعددی برای آن ارائه شده است. شبکه خودسازمانده از تعدادی سلول برای تخمین تابع توزیع الگوهای ورودی در فضای چندبعدی استفاده می کند. احتمال وجود سلول مرده مشکلی اساسی در الگوریتم شبکه خودسازمانده به حسا...
Visual Analysis of Self-Organizing Maps
Manuel Rubio, Vı́ctor Giménez, Francisco Dı́az and Pedro Gómez 1 Departamento de Arquitectura y Tecnologı́a de Sistemas Informáticos 2 Departamento de Matemática Aplicada Facultad de Informática, Universidad Politécnica de Madrid Campus de Montegancedo, 28660 Boadilla del Monte, Madrid, Spain [email protected], [email protected] [email protected], [email protected]...
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ژورنال
عنوان ژورنال: International Journal of Computers Communications & Control
سال: 2007
ISSN: 1841-9836,1841-9836
DOI: 10.15837/ijccc.2007.2.2347