کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
725203 892507 2015 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Analyzing and forecasting the global CO2 concentration – a collaborative fuzzy–neural agent network approach
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Analyzing and forecasting the global CO2 concentration – a collaborative fuzzy–neural agent network approach
چکیده انگلیسی

In order to effectively analyze and forecast the global CO2 concentration, a collaborative fuzzy-neural agent network is constructed in this study. In the collaborative fuzzy-neural agent network, a group of autonomous agents is used. These agents are programmed to analyze and forecast the global CO2 concentration using the fuzzy back propagation network (FBPN) approach based on their local views. A collaboration mechanism is established to communicate the settings and forecasts of these agents, and to derive a single representative value from these forecasts using a radial basis function network. The real data were used to evaluate the effectiveness of the collaborative fuzzy-neural agent network approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Applied Research and Technology - Volume 13, Issue 3, June 2015, Pages 364–373
نویسندگان
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