TY  - BOOK
AU  - ?ibalija,Tatjana V.
AU  - Majstorovi?,Vidosav D.
ED  - SpringerLink (Online service)
TI  - Advanced Multiresponse Process Optimisation: An Intelligent and Integrated Approach 
SN  - 9783319192550
AV  - TJ241 
U1  - 670 23
PY  - 2016///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Engineering
KW  - Operations research
KW  - Decision making
KW  - Artificial intelligence
KW  - Computational intelligence
KW  - Robotics
KW  - Automation
KW  - Manufacturing industries
KW  - Machines
KW  - Tools
KW  - Manufacturing, Machines, Tools
KW  - Artificial Intelligence (incl. Robotics)
KW  - Robotics and Automation
KW  - Computational Intelligence
KW  - Operation Research/Decision Theory
N1  - 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
N2  - 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 usingfour case studies relating to high-tech industries andadvanced, non-conventional processes
UR  - http://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-319-19255-0
ER  -