Advanced Multiresponse Process Optimisation - An Intelligent and Integrated Approach (Hardcover, 1st ed. 2016)

This book presents an intelligent, integrated, problem-independent method for multiresponse process optimization. In contrast to traditional approaches, the idea of this method is to provide a unique model for the optimization of various processes, without imposition of assumptions relating to the type of process, the type and number of process parameters and responses, or interdependences among them. The presented method for experimental design of processes with multiple correlated responses is composed of three modules: an expert system that selects the experimental plan based on the orthogonal arrays; the factor effects approach, which performs processing of experimental data based on Taguchi's quality loss function and multivariate statistical methods; and process modeling and optimization based on artificial neural networks and metaheuristic optimization algorithms. The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Release date:	August 2015
First published:	2016
Authors:	Tatjana V. Sibalija • Vidosav D. Majstorovic
Dimensions:	235 x 155 x 19mm (L x W x T)
Format:	Hardcover - Cloth over boards
Pages:	298
Edition:	1st ed. 2016
ISBN-13:	978-3-319-19254-3
Categories:	Books > Business & Economics > Business & management > Management & management techniques > Operational research Books > Science & Mathematics > Mathematics > Optimization > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics Promotions
LSN:	3-319-19254-X
Barcode:	9783319192543

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