کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
242285 501817 2007 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Improved Decision Neural Network (IDNN) based consensus method to solve a multi-objective group decision making problem
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Improved Decision Neural Network (IDNN) based consensus method to solve a multi-objective group decision making problem
چکیده انگلیسی

Multi-criterion frameworks involving several subjective and quantitative factors that allow the complexity of Group Decision Making (GDM) to get worsen, especially for those problems which are having strategic dimensions. Recently, integration of multi-attribute utility theory (MAUT) and feed-forward neural network have been studied with a view to facilitate the automation of GDM. In this paper Improved Decision Neural Network (IDNN) based methodology has been developed to solve the multi-criterion decision problem in GDM. Reductions in the training data set, exploitation of indirect methods like multiplicative preference relation during the training process, and reduced number of iterations to map the MAUF are the advantages of this novel methodology. In this research, a soft consensus based group decision making methodology under linguistic assessments have been adopted for consensus forming among the groups.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Advanced Engineering Informatics - Volume 21, Issue 3, July 2007, Pages 335–348
نویسندگان
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