Advanced Multiresponse Process Optimisation: An Intelligent by Tatjana V. Šibalija,Vidosav D. Majstorović PDF

By Tatjana V. Šibalija,Vidosav D. Majstorović

ISBN-10: 331919254X

ISBN-13: 9783319192543

ISBN-10: 3319372599

ISBN-13: 9783319372594

This booklet provides an clever, built-in, problem-independent process for multiresponse approach optimization. not like conventional ways, the assumption of this system is to supply a special version for the optimization of assorted tactics, with no imposition of assumptions with regards to the kind of strategy, the sort and variety of procedure parameters and responses, or interdependences between them. The provided technique for experimental layout of approaches with a number of correlated responses consists of 3 modules: knowledgeable process that selects the experimental plan in accordance with the orthogonal arrays; the issue results method, which plays processing of experimental info in keeping with Taguchi’s caliber loss functionality and multivariate statistical tools; and technique modeling and optimization according to man made neural networks and metaheuristic optimization algorithms. The implementation is established using four case experiences on the subject of high-tech industries and advanced, non-conventional processes.

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Advanced Multiresponse Process Optimisation: An Intelligent and Integrated Approach by Tatjana V. Šibalija,Vidosav D. Majstorović

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