Parallelizing a many-objective sorting algorithm for test generation:
Gespeichert in:
1. Verfasser: | |
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Format: | Abschlussarbeit Buch |
Sprache: | German |
Veröffentlicht: |
Passau
2018
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Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | VI, 39, IV Blätter |
Internformat
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Datensatz im Suchindex
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adam_text | CONTENTS II Contents I Abstract I II Contents II III List of Figures IV IV List of Tables V V List of Algorithms VI 1 Introduction 1 2 Background 2.1 Automated Software Testing......................................................................... 2.2 Genetic Algorithms........................................................................................ 2.3 Search-based Test Generation...................................................................... 2.4 Many-Objective Sorting AlgorithmMOSA................................................... 3 3 5 6 7 3 Parallelization Model 11 3.1 Parallel Genetic Algorithms......................................................................... 11 3.2 Island Model - Coarse-Grained Parallelization............................................ 12 3.3 Migration Parameters..................................................................................... 13 3.4 Adaptation to MOSA..................................................................................... 14 4 Implementation 17 4.1 EvoSuite Framework..................................................................................... 17 4.2 Parallel MOSA Implementation................................................................... 18 4.3 Communication through Remote MethodInvocation ................................. 20 5 Empirical Evaluation 5.1 Research Questions........................................................................................ 5.2 Experiment Design........................................................................................ 5.2.1
Environment ..................................................................................... 5.2.2 Subjects.............................................................................................. 5.2.3 Metrics .............................................................................................. 5.2.4 Experimental Protocol...................................................................... 5.3 Results............................................................................................................ 5.3.1 Tuning Experiment............................................................................ 5.3.2 Comparison of parallel and sequential MOSA ................................ 5.3.3 Influence of Migration...................................................................... 5.3.4 Reduction of Runtime...................................................................... 5.4 Threats to Validity........................................................................................ 5.5 Discussion...................................................................................................... 23 23 24 24 24 25 25 26 26 27 29 30 31 31 6 Related Work 33 Parallelizing a Many-Objective Sorting Algorithm for Test Generation Page II
CONTENTS 7 Future Work 35 8 References 36 Appendix I A Experiment Subjects I Parallelizing a Many-Objective Sorting Algorithm for Test Generation Page III
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spelling | Bader, Verena Verfasser aut Parallelizing a many-objective sorting algorithm for test generation Author: Verena Bader Passau 2018 VI, 39, IV Blätter txt rdacontent n rdamedia nc rdacarrier Masterarbeit Universität Passau 2018 (DE-588)4113937-9 Hochschulschrift gnd-content Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030864205&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Bader, Verena Parallelizing a many-objective sorting algorithm for test generation |
subject_GND | (DE-588)4113937-9 |
title | Parallelizing a many-objective sorting algorithm for test generation |
title_auth | Parallelizing a many-objective sorting algorithm for test generation |
title_exact_search | Parallelizing a many-objective sorting algorithm for test generation |
title_full | Parallelizing a many-objective sorting algorithm for test generation Author: Verena Bader |
title_fullStr | Parallelizing a many-objective sorting algorithm for test generation Author: Verena Bader |
title_full_unstemmed | Parallelizing a many-objective sorting algorithm for test generation Author: Verena Bader |
title_short | Parallelizing a many-objective sorting algorithm for test generation |
title_sort | parallelizing a many objective sorting algorithm for test generation |
topic_facet | Hochschulschrift |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030864205&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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