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GMDH-Methodology and Implementation in Matlab (Hardcover)

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Computer scientists and mechanical engineers explain the group method of data handling (GMDH), which is an inductive modeling method for predicting, modeling, and analyzing the behavior of complex systems. Writing MATLAB code ranging from simple multilayered versions of GMDH to hybrid versions, they cover GMDH multilayered algorithm, GMDH multilayered algorithm in MATLAB, GMDH-based polynomial neural network algorithm in MATLAB, designing a GMDH model using modified Levenberg-Marquardt technique in MATLAB, and group method of data handing using discrete differential evolutions in MATLAB. The material is suitable for senior undergraduate and beginning graduate students of computer science, statistics, engineering, or bioinformatics. Distributed in the US by World Scientific. Annotation ©2016 Ringgold, Inc., Portland, OR (protoview.com)
Number of Pages: 262
Genre: Computers + Internet
Sub-Genre: Database Managemnet / Data Warehousing, Programming / Algorithms, Data Modeling + Design
Format: Hardcover
Publisher: World Scientific Pub Co Inc
Language: English
Street Date: August 15, 2016
TCIN: 50949840
UPC: 9781783266128
Item Number (DPCI): 248-12-9125
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