Advanced Multiresponse Process Optimisation

Name: Advanced Multiresponse Process Optimisation
Brand: Springer International Publishing AG
SKU: 9783319192543
Price: 423.12 PLN
Availability: InStock

An Intelligent and Integrated Approach

Autor: Tatjana Sibalija, Vidosav Majstorovic

Język:

Oprawa: Twarda

Wydawca: Springer International Publishing AG

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-13 dni

423.12 zł

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

Informacje o książce

Autor

Tatjana Sibalija, Vidosav Majstorovic

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2015

strony

298

EAN

9783319192543

ISBN

331919254X

Enbook ID

09277585

Wydawca

Springer International Publishing AG

Waga

5974

Wymiary

155 x 235 x 241

Pełny opis

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.

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Advanced Multiresponse Process Optimisation

An Intelligent and Integrated Approach

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