Testing and Validation of Computer Simulation Models: Principles, Methods and Applications
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Datensatz im Suchindex
| _version_ | 1819269833044262912 |
|---|---|
| adam_text | TESTING AND VALIDATION OF COMPUTER SIMULATION MODELS
/ MURRAY-SMITH, DAVID J.
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
AN INTRODUCTION TO SIMULATION MODELS AND THE MODELLING PROCESS
CONCEPTS OF SIMULATION MODEL TESTING, VERIFICATION AND VALIDATION
MEASURES OF QUALITY FOR MODEL VALIDATION
SENSITIVITY ANALYSIS FOR MODEL EVALUATION
EXPERIMENTAL DATA FOR MODEL VALIDATION
METHODS OF MODEL VERIFICATION
METHODS FOR THE INVALIDATION/VALIDATION OF SIMULATION MODELS
MANAGEMENT ISSUES WITHIN SIMULATION MODEL DEVELOPMENT AND TESTING
CASE STUDY: DEVELOPMENT AND TESTING OF A SIMULATION MODEL OF TWO
INTERCONNECTED VESSELS
CASE STUDY: MODEL VALIDATION AND EXPERIMENT DESIGN FOR HELICOPTER
SIMULATION MODEL DEVELOPMENT AND APPLICATIONS
CASE STUDY: COMPARTMENTAL MODELS OF THE GAS-EXCHANGE PROCESSES OF THE
HUMAN LUNGS
CASE STUDY: MODELLING OF ELEMENTS OF THE NEUROMUSCULAR
SYSTEMS INVOLVED IN THE REGULATION OF POSTURE AND CONTROL OF MOVEMENT
FURTHER DISCUSSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
TESTING AND VALIDATION OF COMPUTER SIMULATION MODELS
/ MURRAY-SMITH, DAVID J.
: 2015
ABSTRACT / INHALTSTEXT
THIS MUST-READ TEXT/REFERENCE PROVIDES A PRACTICAL GUIDE TO PROCESSES
INVOLVED IN THE DEVELOPMENT AND APPLICATION OF DYNAMIC SIMULATION
MODELS, COVERING A WIDE RANGE OF ISSUES RELATING TO TESTING,
VERIFICATION AND VALIDATION. ILLUSTRATIVE EXAMPLE PROBLEMS IN CONTINUOUS
SYSTEM SIMULATION ARE PRESENTED THROUGHOUT THE BOOK, SUPPORTED BY
EXTENDED CASE STUDIES FROM A NUMBER OF INTERDISCIPLINARY APPLICATIONS.
TOPICS AND FEATURES: PROVIDES AN EMPHASIS ON PRACTICAL ISSUES OF MODEL
QUALITY AND VALIDATION, ALONG WITH QUESTIONS CONCERNING THE MANAGEMENT
OF SIMULATION MODELS, THE USE OF MODEL LIBRARIES, AND GENERIC MODELS
CONTAINS NUMEROUS STEP-BY-STEP EXAMPLES PRESENTS DETAILED CASE STUDIES,
OFTEN WITH ACCOMPANYING DATASETS FOR READERS TO USE IN MODEL VALIDATION
AND TESTING EXERCISES INCLUDES DISCUSSION OF HYBRID MODELS, WHICH
INVOLVE A COMBINATION OF CONTINUOUS SYSTEM AND DISCRETE-EVENT
DESCRIPTIONS EXAMINES EXPERIMENTAL MODELING APPROACHES THAT INVOLVE
SYSTEM IDENTIFICATION AND PARAMETER ESTIMATION, EMPHASIZING THE
PRACTICAL IMPORTANCE OF MORE THEORETICAL CONCEPTS SUCH AS
IDENTIFIABILITY AND TEST INPUT DESIGN OFFERS SUPPLEMENTARY MATERIAL AT
AN ASSOCIATED WEBSITE, INCLUDING LINKS FOR READERS WITHOUT PRIOR
EXPERIENCE IN THIS FIELD TO EXPAND THEIR BACKGROUND KNOWLEDGE THIS
HIGHLY USEFUL, HANDS-ON WORK WILL BE OF GREAT BENEFIT TO PRACTITIONERS
AND PROFESSIONALS WHO USE SIMULATION AND MODELING TECHNIQUES IN THEIR
WORK, AS WELL AS TO STUDENTS IN GRADUATE-LEVEL COURSES ON MODELING AND
SIMULATION. DR. DAVID MURRAY-SMITH IS AN EMERITUS PROFESSOR AND HONORARY
SENIOR RESEARCH FELLOW AT THE UNIVERSITY OF GLASGOW
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Murray-Smith, D. J. |
| author_GND | (DE-588)1096488566 |
| author_facet | Murray-Smith, D. J. |
| author_role | aut |
| author_sort | Murray-Smith, D. J. |
| author_variant | d j m s djm djms |
| building | Verbundindex |
| bvnumber | BV043209179 |
| classification_rvk | ST 340 |
| collection | ZDB-2-SCS |
| ctrlnum | (OCoLC)929998928 (DE-599)BVBBV043209179 |
| dewey-full | 003.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 003 - Systems |
| dewey-raw | 003.3 |
| dewey-search | 003.3 |
| dewey-sort | 13.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-15099-4 |
| format | Electronic eBook |
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| id | DE-604.BV043209179 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T17:31:12Z |
| institution | BVB |
| isbn | 9783319150994 |
| issn | 2195-2817 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028632340 |
| oclc_num | 929998928 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-634 DE-860 DE-861 DE-739 |
| owner_facet | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-634 DE-860 DE-861 DE-739 |
| physical | 1 Online-Ressource (XIV, 252 Seiten) 56 Illustrationen |
| psigel | ZDB-2-SCS ZDB-2-SCS_2015 |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| series2 | Simulation Foundations, Methods and Applications |
| spellingShingle | Murray-Smith, D. J. Testing and Validation of Computer Simulation Models Principles, Methods and Applications Computer science Human physiology Microprogramming Computer simulation Computer science / Mathematics Computer mathematics Applied mathematics Engineering mathematics Computer Science Simulation and Modeling Mathematical Applications in Computer Science Appl.Mathematics/Computational Methods of Engineering Control Structures and Microprogramming Human Physiology Informatik Mathematik Datenanalyse (DE-588)4123037-1 gnd Computersimulation (DE-588)4148259-1 gnd Erfolgskontrolle (DE-588)4015228-5 gnd Informatik (DE-588)4026894-9 gnd Angewandte Mathematik (DE-588)4142443-8 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4148259-1 (DE-588)4015228-5 (DE-588)4026894-9 (DE-588)4142443-8 |
| title | Testing and Validation of Computer Simulation Models Principles, Methods and Applications |
| title_auth | Testing and Validation of Computer Simulation Models Principles, Methods and Applications |
| title_exact_search | Testing and Validation of Computer Simulation Models Principles, Methods and Applications |
| title_full | Testing and Validation of Computer Simulation Models Principles, Methods and Applications by David J. Murray-Smith |
| title_fullStr | Testing and Validation of Computer Simulation Models Principles, Methods and Applications by David J. Murray-Smith |
| title_full_unstemmed | Testing and Validation of Computer Simulation Models Principles, Methods and Applications by David J. Murray-Smith |
| title_short | Testing and Validation of Computer Simulation Models |
| title_sort | testing and validation of computer simulation models principles methods and applications |
| title_sub | Principles, Methods and Applications |
| topic | Computer science Human physiology Microprogramming Computer simulation Computer science / Mathematics Computer mathematics Applied mathematics Engineering mathematics Computer Science Simulation and Modeling Mathematical Applications in Computer Science Appl.Mathematics/Computational Methods of Engineering Control Structures and Microprogramming Human Physiology Informatik Mathematik Datenanalyse (DE-588)4123037-1 gnd Computersimulation (DE-588)4148259-1 gnd Erfolgskontrolle (DE-588)4015228-5 gnd Informatik (DE-588)4026894-9 gnd Angewandte Mathematik (DE-588)4142443-8 gnd |
| topic_facet | Computer science Human physiology Microprogramming Computer simulation Computer science / Mathematics Computer mathematics Applied mathematics Engineering mathematics Computer Science Simulation and Modeling Mathematical Applications in Computer Science Appl.Mathematics/Computational Methods of Engineering Control Structures and Microprogramming Human Physiology Informatik Mathematik Datenanalyse Computersimulation Erfolgskontrolle Angewandte Mathematik |
| url | https://doi.org/10.1007/978-3-319-15099-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632340&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=028632340&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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