Advanced Multiresponse Process Optimisation An Intelligent And Integrated Approa

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Advanced Multiresponse Process Optimisation An Intelligent And Integrated Approa

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Advanced Multiresponse Process Optimisation An Intelligent And Integrated Approa

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Advanced Multiresponse Process Optimisation An Intelligent And Integrated Approa

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 Taguchis Quality Loss Function And Multivariate Statistical Methods; And Process Modeling And Optimization Based On Artificial Neural Networks And Metaheuristic Optimization Algorithms.
  • Brand: Springer Nature B.V
  • Category: Computing & Internet
  • Format: Paperback
  • Language: English
  • Publication Date: 2016-08-23
  • Publisher / Label: Springer Nature B.V
  • Author: Tatjana V. ibalija
  • Number of Pages: 318
  • Fruugo ID: 557211611-1125481045
  • ISBN: 9783319372594
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