Construction of Prioritized T-Way Test Suite using Bi-objective Dragonfly Algorithm (BDA) / (Record no. 100257)

MARC details
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control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251125110825.0
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0009822 (Local)
Qualifying information Hardback
040 ## - CATALOGING SOURCE
Original cataloging agency UMPSA
Language of cataloging eng
Transcribing agency UMP
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FKOM .M37 2023 r Thesis
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Mashuk Ahmed,
Relator term author.
245 10 - TITLE STATEMENT
Title Construction of Prioritized T-Way Test Suite using Bi-objective Dragonfly Algorithm (BDA) /
Statement of responsibility, etc. Mashuk Ahmed
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMPSA,
Date of production, publication, distribution, manufacture, or copyright notice 2023
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2023
300 ## - PHYSICAL DESCRIPTION
Extent xii, 78 pages :
Other physical details illustrations (some color) ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM
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Source rdacontent
Content type term text
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Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
337 ## - MEDIA TYPE
Source rdamedia
Media type term computer
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Source rdacarrier
Carrier type term volume
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term computer disc
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Computing
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Master of Science) -- Universiti Malaysia Pahang – 2023
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note In order to save time and resources in software testing, it’s important to avoid exhaustively testing all test cases. For strengthening the software testing system, the t-way testing strategy using metaheuristic algorithm has been useful to process a large number of input combinations for obtaining optimal solutions. However, almost all existing t-way testing strategies mainly consider test case weight while constructing test suites; there has hardly been any consideration of test case priority in the existing works. But due to the continuously increasing complexity of software systems at present, it’s often significant to identify and classify high-priority test cases and low-priority test cases. Focusing only on test case weight is helpful in reducing the test suite size, but it may not be enough for complex software systems. In most of the current t-way testing methods, due to not considering test case priority while testing, many highly prioritized test cases can stay ignored, causing unsatisfactory test outcomes. For test case prioritization while constructing t-way test suites, further improvements on the existing t-way strategies are necessary. Therefore, this research has proposed a t-way testing method implementing an adaptive Dragonfly Algorithm (DA) to construct prioritized test suites. While constructing test suites in this strategy, both test case weight and test case priority have equal importance. The research has also analyzed the potential of the Dragonfly Algorithm for generating prioritized t-way test suites. There has been an implementation of a Bi-objective Dragonfly Algorithm (BDA) to construct prioritized test suites, where the two objectives are test case weight and test case priority. The experimental results demonstrate that the proposed method performs strongly against existing t-way testing methods like PSO, HSS, FPA, All Pairs, VPTag, SCA, and TLBO in term of test suite size, and in addition, the test cases generated by the proposed method have high priority levels. Non-parametric tests like Friedman Tests and Wilcoxon Signed-Rank Tests were conducted for the statistical analysis of the test results. The null hypothesis was rejected 57.14% times, and in the remaining cases, the proposed method showed competitive results compared to other methods. Overall, the designed t-way testing method has been successful in constructing smaller test suites and ensuring high priority levels of constructed test cases.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Computing
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
General subdivision Dissertations
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Date acquired Total checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan Non-fiction UMPLIB PEKAN UMPLIB PEKAN 08/01/2024   FKOM .M37 2023 r Thesis T000002844 08/01/2024 1 08/01/2024 Thesis
  Not lost Library of Congress Classification     Non-fiction UMPLIB PEKAN UMPLIB PEKAN 08/01/2024   CD13497 T000002845 08/01/2024 1 08/01/2024 Thesis

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