a Record control number WOS:000264275200001

a ISSN 0890-0604

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number TK5101

b Item number .F89 2009

a Personal name Abiyev, Rahib H.,

h Medium Electronic Document

a Title Fuzzy wavelet neural network for prediction of electricity consumption

c Statement of responsibility, etc Rahib Hidayat Abiyev.

b Name of publisher, distributor, etc Cambridge University Press,

c Date of publication, distribution, etc 2009.

a Summary, etc The development of a fuzzy wavelet neural network (FWNN) for the prediction of electricity consumption is presented. The fuzzy rules that contain wavelets are constructed. Based on these rules, the structure of FWNN-based system is described. The FWNN system is applied for modeling and prediction of complex time series. The gradient algorithm and genetic algorithm are used for learning of FWNN parameters. The developed FWNN is applied for prediction of electricity consumption. This process has high-order nonlinearity. The statistical data for the last 10 years are used for the development 4 FWNN prediction model. The effectiveness of the proposed system is evaluated with the results obtained from the simulation of FWNN-based prediction system and with the comparative simulation results of previous related models.

a Topical term or geographic name as entry element Wavelet Network

a Topical term or geographic name as entry element Near East University Article

a Topical term or geographic name as entry element Yakın Doğu Üniversitesi Makale

a Main entry heading Ai edam-artificial intelligence for engineering design analysis and manufacturing

g Relationship information May 2009 Vol. Issue 2 p109-118.

x International Standard Serial Number 08900604

u Uniform Resource Identifier http://library.neu.edu.tr:2048/login?url=http://dx.doi.org/10.1017/S0890060409000018