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Advanced Multiresponse Process Optimisation An Intelligent and Integrated Approach /
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 t...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 008 | 150725s2016 sz | s |||| 0|eng d | ||
| 020 | |a 9783319192550 |9 978-3-319-19255-0 | ||
| 024 | 7 | |a 10.1007/978-3-319-19255-0 |2 doi | |
| 050 | 4 | |a TS1-2301 | |
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| 100 | 1 | |a Šibalija, Tatjana V. |e author. |0 (orcid)0000-0001-7276-1659 |1 https://orcid.org/0000-0001-7276-1659 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Advanced Multiresponse Process Optimisation |h [electronic resource] : |b An Intelligent and Integrated Approach / |c by Tatjana V. Šibalija, Vidosav D. Majstorović. |
| 250 | |a 1st ed. 2016. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2016. | |
| 300 | |a XVII, 298 p. 70 illus., 6 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Introduction -- Review of multiresponse optimisation approaches -- An intelligent, integrated, problem-independent method for multiresponse process optimisation -- Implementation of an intelligent, integrated, problem-independent method to multiresponse process optimisation -- Case studies -- Conclusion. | |
| 520 | |a 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 Taguchi's quality loss function and multivariate statistical methods; and process modeling and optimization based on artificial neural networks and metaheuristic optimization algorithms. The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes. | ||
| 650 | 0 | |a Manufactures. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Control engineering. | |
| 650 | 0 | |a Robotics. | |
| 650 | 0 | |a Automation. | |
| 650 | 0 | |a Computational intelligence. | |
| 650 | 0 | |a Operations research. | |
| 650 | 1 | 4 | |a Machines, Tools, Processes. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Control, Robotics, Automation. |
| 650 | 2 | 4 | |a Computational Intelligence. |
| 650 | 2 | 4 | |a Operations Research and Decision Theory. |
| 700 | 1 | |a Majstorović, Vidosav D. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319192543 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319192567 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319372594 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-19255-0 |z Texto Completo |
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| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||