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

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 strategy optimization. not like conventional ways, the belief of this technique is to supply a special version for the optimization of assorted strategies, with out imposition of assumptions in relation to the kind of method, the sort and variety of strategy parameters and responses, or interdependences between them. The provided process for experimental layout of techniques 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 technique, which plays processing of experimental info in response to Taguchi’s caliber loss functionality and multivariate statistical tools; and strategy modeling and optimization in keeping with man made neural networks and metaheuristic optimization algorithms. The implementation is verified using four case reviews in relation 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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