Download e-book for iPad: Advanced Multiresponse Process Optimisation: An Intelligent by Tatjana V. Šibalija,Vidosav D. Majstorović

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 procedure for multiresponse strategy optimization. unlike conventional ways, the assumption of this technique is to supply a special version for the optimization of varied strategies, with out imposition of assumptions with regards to the kind of strategy, the sort and variety of approach parameters and responses, or interdependences between them. The provided approach for experimental layout of tactics with a number of correlated responses consists of 3 modules: a professional method that selects the experimental plan in line with the orthogonal arrays; the issue results process, which plays processing of experimental info in response to Taguchi’s caliber loss functionality and multivariate statistical tools; and method modeling and optimization according to man made neural networks and metaheuristic optimization algorithms. The implementation is verified using four case stories with regards 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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