By Tatjana V. Šibalija,Vidosav D. Majstorović

ISBN-10: 331919254X

ISBN-13: 9783319192543

ISBN-10: 3319372599

ISBN-13: 9783319372594

This e-book provides an clever, built-in, problem-independent process for multiresponse approach optimization. unlike conventional methods, the assumption of this system is to supply a different version for the optimization of varied methods, with out imposition of assumptions with regards to the kind of strategy, the sort and variety of technique parameters and responses, or interdependences between them. The awarded process for experimental layout of strategies with a number of correlated responses consists of 3 modules: knowledgeable procedure that selects the experimental plan according to the orthogonal arrays; the issue results technique, which plays processing of experimental information according to Taguchi’s caliber loss functionality and multivariate statistical equipment; and approach modeling and optimization in response to man made neural networks and metaheuristic optimization algorithms. The implementation is confirmed using four case stories when it comes to 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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