The Resource Advanced Multiresponse Process Optimisation : An Intelligent and Integrated Approach, by Tatjana V. Šibalija, Vidosav D. Majstorović, (electronic resource)

Advanced Multiresponse Process Optimisation : An Intelligent and Integrated Approach, by Tatjana V. Šibalija, Vidosav D. Majstorović, (electronic resource)

Label
Advanced Multiresponse Process Optimisation : An Intelligent and Integrated Approach
Title
Advanced Multiresponse Process Optimisation
Title remainder
An Intelligent and Integrated Approach
Statement of responsibility
by Tatjana V. Šibalija, Vidosav D. Majstorović
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
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 Taguchiâs 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
http://library.link/vocab/creatorName
Šibalija, Tatjana V
Image bit depth
0
LC call number
TJ241
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Majstorović, Vidosav D.
  • SpringerLink
http://library.link/vocab/subjectName
  • Engineering
  • Operations research
  • Decision making
  • Artificial intelligence
  • Computational intelligence
  • Robotics
  • Automation
  • Manufacturing industries
  • Machines
  • Tools
  • Engineering
  • Manufacturing, Machines, Tools
  • Artificial Intelligence (incl. Robotics)
  • Robotics and Automation
  • Computational Intelligence
  • Operation Research/Decision Theory
Label
Advanced Multiresponse Process Optimisation : An Intelligent and Integrated Approach, by Tatjana V. Šibalija, Vidosav D. Majstorović, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XVII, 298 p. 70 illus., 6 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319192550
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-19255-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-19255-0
Label
Advanced Multiresponse Process Optimisation : An Intelligent and Integrated Approach, by Tatjana V. Šibalija, Vidosav D. Majstorović, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XVII, 298 p. 70 illus., 6 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319192550
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-19255-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-19255-0

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