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Book synopsis

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.

Book details

Book category Books in English Technology, engineering, agriculture Electronics & communications engineering Electronics engineering

• Full title: Advanced Multiresponse Process Optimisation
• Subtitle: An Intelligent and Integrated Approach
• Author: Tatjana Sibalija, Vidosav Majstorovic
• Language: English
• Binding: Hardback
• Number of pages: 298
• EAN: 9783319192543
• ISBN: 331919254X
• ID: 09277585
• Publisher: Springer International Publishing AG
• Weight: 5974 g
• Dimensions: 235 × 155 × 241 mm
• Date of publishing: 28. July 2015

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