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Advanced Multiresponse Process Optimisation

Name: Advanced Multiresponse Process Optimisation
Brand: Springer International Publishing AG
SKU: 09277585
Price: 40398 HUF
Availability: InStock
Author: Tatjana Sibalija
ISBN: 9783319192543

An Intelligent and Integrated Approach

Tatjana Sibalija

Vidosav Majstorovic

Language

English

Book Hardback

Libristo code: 09277585

Publishers Springer International Publishing AG, July 2015

This book presents an intelligent, integrated, problem-independent method for multiresponse process... Full description

Libristo code: 09277585

271 b

40 398 Ft

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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 six case studies relating to high-tech industries; advanced, non-conventional processes; and optimization based on the process historical data.