Uncertainty Management in Simulation-Optimization of Complex Systems: Algorithms and Applications
Saved in:
| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
New York, NY [u.a.]
Springer
2015
|
| Series: | Operations Research/Computer Science Interfaces Series
59 |
| Subjects: | |
| Online Access: | BTU01 FAB01 FAW01 FHA01 FHI01 FHM01 FHN01 FHO01 FHR01 FKE01 FLA01 FNU01 FRO01 FWS01 FWS02 HWR01 UBG01 UBT01 UBY01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XVIII, 271 p.) Ill., graph. Darst. |
| ISBN: | 9781489975478 |
| ISSN: | 1387-666X |
| DOI: | 10.1007/978-1-4899-7547-8 |
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Record in the Search Index
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| adam_text | UNCERTAINTY MANAGEMENT IN SIMULATION-OPTIMIZATION OF COMPLEX SYSTEMS
/ DELLINO, GABRIELLA
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I: ADVANCED TUTORIALS
SUPPORTING TIME-CRITICAL DECISION MAKING WITH REAL TIME SIMULATIONS
METAMODEL-BASED ROBUST SIMULATION-OPTIMIZATION: AN OVERVIEW
SIMULATION-BASED MODELLING OF A STOCHASTIC EQUILIBRIUM
PART II: UNCERTAINTY MANAGEMENT USING SEQUENTIAL PARAMETER OPTIMIZATION
A REVIEW ON GLOBAL SENSITIVITY ANALYSIS METHODS
CONNECTIONS AMONG OPTIMIZATION MODELS WITH UNCERTAINTIES, ABC AND RBV
ADDRESSING UNCERTAINTY IN COMPLEX SYSTEMS. THE CASE OF BIO-BASED
PRODUCTS DERIVED FROM URBAN BIO-WASTE VALORISATION
PART III: METHODS AND APPLICATIONS
GLOBAL OPTIMIZATION OF SIMULATION BASED COMPLEX SYSTEMS
PERSONNEL SCHEDULING IN QUEUES WITH TIME-VARYING ARRIVAL RATES:
APPLICATIONS OF SIMULATION-OPTIMIZATION
STOCHASTIC DUAL DYNAMIC PROGRAMMING SOLUTION OF A SHORT-TERM DISASTER
MANAGEMENT PROBLEM
OPTIMAL STOCK ALLOCATION IN SINGLE ECHELON INVENTORY SYSTEMS SUBJECT TO
A SERVICE CONSTRAINT
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
UNCERTAINTY MANAGEMENT IN SIMULATION-OPTIMIZATION OF COMPLEX SYSTEMS
/ DELLINO, GABRIELLA
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK ILLUSTRATES STRATEGIES TO ACCOUNT FOR UNCERTAINTY IN COMPLEX
SYSTEMS AS DESCRIBED BY COMPUTER SIMULATIONS. WHEN OPTIMIZING THE
PERFORMANCES OF THESE SYSTEMS, ACCOUNTING FOR OR NEGLECTING UNCERTAINTY
MAY LEAD TO COMPLETELY DIFFERENT RESULTS; THEREFORE, UNCERTAINTY
MANAGEMENT IS A MAJOR ISSUE IN SIMULATION-OPTIMIZATION. BECAUSE OF ITS
WIDE FIELD OF APPLICATIONS, SIMULATION-OPTIMIZATION ISSUES HAVE BEEN
ADDRESSED BY DIFFERENT COMMUNITIES WITH DIFFERENT METHODS, AND FROM
SOMEWHAT DIFFERENT PERSPECTIVES. ALTERNATIVE APPROACHES HAVE BEEN
DEVELOPED, ALSO DEPENDING ON THE APPLICATION CONTEXT, WITHOUT ANY
WELL-ESTABLISHED METHOD CLEARLY OUTPERFORMING THE OTHERS. THE BOOK
BRINGS TOGETHER RESEARCHERS FROM DIFFERENT (THOUGH INTERRELATED) AREAS;
NAMELY, STATISTICAL METHODS, EXPERIMENTAL DESIGN, STOCHASTIC
PROGRAMMING, GLOBAL OPTIMIZATION, METAMODELING, AND DESIGN AND ANALYSIS
OF COMPUTER SIMULATION EXPERIMENTS. THE AIM OF THIS EDITORIAL WORK IS TO
TAKE ADVANTAGE OF SUCH A MULTIDISCIPLINARY ENVIRONMENT TO GIVE READERS A
MUCH DEEPER UNDERSTANDING OF THE COMMONALITIES AND DIFFERENCES OF THE
VARIOUS APPROACHES TO SIMULATION-BASED OPTIMIZATION, ESPECIALLY IN
UNCERTAIN ENVIRONMENTS. EDITORS AIM TO OFFER A BIBLIOGRAPHIC REFERENCE
ON THE TOPIC, ENABLING INTERESTED READERS TO LEARN ABOUT THE
STATE-OF-THE-ART IN THIS RESEARCH AREA, WHILE ALSO ACCOUNTING FOR
POTENTIAL REAL-WORLD APPLICATIONS. BESIDES RESEARCHERS AND SCIENTISTS IN
THE FIELD, THE PRIMARY AUDIENCE FOR THE BOOK INCLUDES PH.D. STUDENTS,
ACADEMIC TEACHERS, AND PRACTITIONERS. THE EDITORS HAVE BEEN THE
RECIPIENTS OF A EUROPEAN SCIENCE FOUNDATION AWARD (STRAT01-EW11-068) FOR
THE ORGANIZATION OF THE STRATEGIC WORKSHOP “UNCERTAINTY MANAGEMENT IN
SIMULATION-OPTIMIZATION OF COMPLEX SYSTEMS: ALGORITHMS AND
APPLICATIONS”, HELD IN ROME FROM 9TH TO 12TH MAY 2012, WHICH FOSTER AN
IN-DEPTH TRANS-DISCIPLINARY DISCUSSION ON THE TOPIC OF THIS BOOK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-ones | 658 - General management |
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| dewey-sort | 3658.40301 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-1-4899-7547-8 |
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV042669294 |
| illustrated | Illustrated |
| indexdate | 2025-02-20T06:51:50Z |
| institution | BVB |
| isbn | 9781489975478 |
| issn | 1387-666X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028101378 |
| oclc_num | 913610577 |
| open_access_boolean | |
| owner | DE-1046 DE-1043 DE-Aug4 DE-1049 DE-859 DE-473 DE-BY-UBG DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-92 DE-2070s DE-573 DE-M347 DE-703 DE-739 DE-634 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| owner_facet | DE-1046 DE-1043 DE-Aug4 DE-1049 DE-859 DE-473 DE-BY-UBG DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-92 DE-2070s DE-573 DE-M347 DE-703 DE-739 DE-634 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| physical | 1 Online-Ressource (XVIII, 271 p.) Ill., graph. Darst. |
| psigel | ZDB-2-SBE ZDB-2-SBE_2015 |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| series | Operations Research/Computer Science Interfaces Series |
| series2 | Operations Research/Computer Science Interfaces Series |
| spellingShingle | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications Operations Research/Computer Science Interfaces Series Economics Operations research Economics/Management Science Operation Research/Decision Theory Operations Research, Management Science Management Wirtschaft Optimierung (DE-588)4043664-0 gnd Operations Research (DE-588)4043586-6 gnd Wirtschaftswissenschaften (DE-588)4066528-8 gnd |
| subject_GND | (DE-588)4043664-0 (DE-588)4043586-6 (DE-588)4066528-8 (DE-588)4143413-4 |
| title | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications |
| title_auth | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications |
| title_exact_search | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications |
| title_full | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications Gabriella Dellino ; Carlo Meloni eds. |
| title_fullStr | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications Gabriella Dellino ; Carlo Meloni eds. |
| title_full_unstemmed | Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications Gabriella Dellino ; Carlo Meloni eds. |
| title_short | Uncertainty Management in Simulation-Optimization of Complex Systems |
| title_sort | uncertainty management in simulation optimization of complex systems algorithms and applications |
| title_sub | Algorithms and Applications |
| topic | Economics Operations research Economics/Management Science Operation Research/Decision Theory Operations Research, Management Science Management Wirtschaft Optimierung (DE-588)4043664-0 gnd Operations Research (DE-588)4043586-6 gnd Wirtschaftswissenschaften (DE-588)4066528-8 gnd |
| topic_facet | Economics Operations research Economics/Management Science Operation Research/Decision Theory Operations Research, Management Science Management Wirtschaft Optimierung Operations Research Wirtschaftswissenschaften Aufsatzsammlung |
| url | https://doi.org/10.1007/978-1-4899-7547-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101378&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101378&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV012124389 |
| work_keys_str_mv | AT dellinogabriella uncertaintymanagementinsimulationoptimizationofcomplexsystemsalgorithmsandapplications AT melonicarlo uncertaintymanagementinsimulationoptimizationofcomplexsystemsalgorithmsandapplications |