GMDH-Methodology and Implementation in MATLAB
Godfrey C. Onwubolu, The University of the South Pacific
Imperial College Press, 2016
ISBN: 978-1-78326-612-8 ;
Language: English
Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, and system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.
GMDH-Methodology and Implementation in MATLAB is the first book to explore GMDH using MATLAB (matrix laboratory) language. Readers will learn how to implement GMDH in MATLAB as a method of dealing with big data analytics. Error-free source codes in MATLAB have been included in supplementary material (accessible online) to assist readers in their understanding of GMDH and to make it easy for readers to further develop variations of GMDH algorithms.
