Advanced multiresponse process optimisation: an intelligent and integrated approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
[2016]
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource |
| ISBN: | 9783319192550 |
| DOI: | 10.1007/978-3-319-19255-0 |
Internformat
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 590081 |
|---|---|
| _version_ | 1806179621311348736 |
| adam_text | ADVANCED MULTIRESPONSE PROCESS OPTIMISATION
/ SIBALIJA, TATJANA V.
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ADVANCED MULTIRESPONSE PROCESS OPTIMISATION
/ SIBALIJA, TATJANA V.
: 2016
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Šibalija, Tatjana V. |
| author_facet | Šibalija, Tatjana V. |
| author_role | aut |
| author_sort | Šibalija, Tatjana V. |
| author_variant | t v š tv tvš |
| building | Verbundindex |
| bvnumber | BV043210950 |
| collection | ZDB-2-ENG |
| ctrlnum | (OCoLC)916118490 (DE-599)BVBBV043210950 |
| dewey-full | 670 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 670 - Manufacturing |
| dewey-raw | 670 |
| dewey-search | 670 |
| dewey-sort | 3670 |
| dewey-tens | 670 - Manufacturing |
| discipline | Werkstoffwissenschaften / Fertigungstechnik |
| doi_str_mv | 10.1007/978-3-319-19255-0 |
| format | Electronic eBook |
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| isbn | 9783319192550 |
| language | English |
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| spellingShingle | Šibalija, Tatjana V. Advanced multiresponse process optimisation an intelligent and integrated approach Engineering Operations research Decision making Artificial intelligence Computational intelligence Robotics Automation Manufacturing industries Machines Tools Manufacturing, Machines, Tools Artificial Intelligence (incl. Robotics) Robotics and Automation Computational Intelligence Operation Research/Decision Theory Ingenieurwissenschaften Künstliche Intelligenz |
| title | Advanced multiresponse process optimisation an intelligent and integrated approach |
| title_auth | Advanced multiresponse process optimisation an intelligent and integrated approach |
| title_exact_search | Advanced multiresponse process optimisation an intelligent and integrated approach |
| title_full | Advanced multiresponse process optimisation an intelligent and integrated approach Tatjana V. Šibalija, Vidosav D. Majstorović |
| title_fullStr | Advanced multiresponse process optimisation an intelligent and integrated approach Tatjana V. Šibalija, Vidosav D. Majstorović |
| title_full_unstemmed | Advanced multiresponse process optimisation an intelligent and integrated approach Tatjana V. Šibalija, Vidosav D. Majstorović |
| title_short | Advanced multiresponse process optimisation |
| title_sort | advanced multiresponse process optimisation an intelligent and integrated approach |
| title_sub | an intelligent and integrated approach |
| topic | Engineering Operations research Decision making Artificial intelligence Computational intelligence Robotics Automation Manufacturing industries Machines Tools Manufacturing, Machines, Tools Artificial Intelligence (incl. Robotics) Robotics and Automation Computational Intelligence Operation Research/Decision Theory Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Operations research Decision making Artificial intelligence Computational intelligence Robotics Automation Manufacturing industries Machines Tools Manufacturing, Machines, Tools Artificial Intelligence (incl. Robotics) Robotics and Automation Computational Intelligence Operation Research/Decision Theory Ingenieurwissenschaften Künstliche Intelligenz |
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