Advanced Multiresponse Process Optimisation An Intelligent and Integrated Approach

Language: English

Published by Springer, 2015

331919254X / 9783319192543

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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. Sprache: Englisch Gewicht in Gramm: 589. …

Title
Advanced Multiresponse Process Optimisation An Intelligent and Integrated Approach
Author
Vidosav D. Majstorovi?, Tatjana V. ?Ibalija
Publisher
Springer
Publication year
2015
Condition
Neu
Binding
Gebundene Ausgabe
Language
English
ISBN 10
331919254X
ISBN 13
9783319192543
Item weight
589 grams

Home-set

Mannheim, Germany

5-star seller

AbeBooks seller since April 13, 2026

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Home-set

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