Proposed Software Testing Using Intelligent techniques (Intelligent Water Drop (IWD) and Ant Colony Optimization Algorithm (ACO))

This paper proposed software testing system by using artificial intelligent techniques. And that was conducted through Suggestion Intelligent Water Drop Algorithm (IWD) with white box testing for generated basis bath testing and using Ant Colony Optimization Algorithm (ACO) for test data generation....

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:International journal of computer science issues Ročník 10; číslo 5; s. 91
Hlavní autoři: Alzubaidy, Laheeb M, Alhafid, Baraa S
Médium: Journal Article
Jazyk:angličtina
Vydáno: Mahebourg International Journal of Computer Science Issues (IJCSI) 01.09.2013
Témata:
Algorithms
Computer science
ISSN:1694-0814, 1694-0784
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract This paper proposed software testing system by using artificial intelligent techniques. And that was conducted through Suggestion Intelligent Water Drop Algorithm (IWD) with white box testing for generated basis bath testing and using Ant Colony Optimization Algorithm (ACO) for test data generation. Correctly generated Test data helps in reducing the effort while testing the software. Automatic generation of test data is required to enables the corporation which develops the program to save time and costs as well as ensuring the test process quality, which is estimated by 50% of the product cost.
AbstractList This paper proposed software testing system by using artificial intelligent techniques. And that was conducted through Suggestion Intelligent Water Drop Algorithm (IWD) with white box testing for generated basis bath testing and using Ant Colony Optimization Algorithm (ACO) for test data generation. Correctly generated Test data helps in reducing the effort while testing the software. Automatic generation of test data is required to enables the corporation which develops the program to save time and costs as well as ensuring the test process quality, which is estimated by 50% of the product cost.
Author Alzubaidy, Laheeb M
Alhafid, Baraa S
Author_xml – sequence: 1
  givenname: Laheeb
  surname: Alzubaidy
  middlename: M
  fullname: Alzubaidy, Laheeb M
– sequence: 2
  givenname: Baraa
  surname: Alhafid
  middlename: S
  fullname: Alhafid, Baraa S
BookMark eNpdT8tqwzAQFCWFpmn-QdBLcjBYD8vK0Th9BAIp1CXHIFubRMGRXEuhtLf-eRXaQunC7iyzw7BzjQbWWbhAQyJmPElzyQe_uyT8Co29P6SxeCaIkEP0-dS7znnQ-Nltw5vqAVfgg7E7_OLPc2EDtK3ZgQ04QLO35vUEHk_-8msVoMfz6BT59XyKldW4iIfStc6-41UXzNF8qGCcxUW7c70J-yOeFOVqOr1Bl1vVehj_4AhV93dV-ZgsVw-LslgmnSA0qTVTs5pnFACkrFWdUq1UShkF2XAG20xkQjNNoWFU1UKCrvNIw4yThoBkIzT5tu16d04QNkfjmxhBWXAnvyFZKlhOSEaj9Paf9OBOvY3PbQjPc5ry2OwLkLVtlg
ContentType Journal Article
Copyright Copyright International Journal of Computer Science Issues (IJCSI) Sep 2013
Copyright_xml – notice: Copyright International Journal of Computer Science Issues (IJCSI) Sep 2013
DBID 3V.
7SC
7XB
8AL
8FD
8FE
8FG
8FK
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
CWDGH
D1I
DWQXO
GNUQQ
HCIFZ
JQ2
K7-
KB.
L7M
L~C
L~D
M0N
P5Z
P62
PDBOC
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
DatabaseName ProQuest Central (Corporate)
Computer and Information Systems Abstracts
ProQuest Central (purchase pre-March 2016)
Computing Database (Alumni Edition)
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Computer Science Collection
ProQuest Central Essentials
ProQuest Central
Technology collection
ProQuest One Community College
Middle East & Africa Database
ProQuest Materials Science Collection
ProQuest Central
ProQuest Central Student
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
Materials Science Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Computing Database
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Materials Science Collection
ProQuest Central Premium
ProQuest One Academic
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
DatabaseTitle Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Materials Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
Middle East & Africa Database
ProQuest Central Korea
Materials Science Database
ProQuest Central (New)
Advanced Technologies Database with Aerospace
ProQuest Materials Science Collection
Advanced Technologies & Aerospace Collection
ProQuest Computing
ProQuest Central Basic
ProQuest Computing (Alumni Edition)
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
ProQuest One Academic
ProQuest Central (Alumni)
ProQuest One Academic (New)
DatabaseTitleList Computer and Information Systems Abstracts
Database_xml – sequence: 1
  dbid: KB.
  name: Materials Science Database
  url: http://search.proquest.com/materialsscijournals
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 1694-0784
EndPage 91
ExternalDocumentID 3180578931
Genre General Information
GroupedDBID .DC
3V.
7SC
7XB
8AL
8FD
8FE
8FG
8FK
8R4
8R5
ABJCF
ABUWG
ACIWK
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ARAPS
AZQEC
BENPR
BGLVJ
BPHCQ
CCPQU
CWDGH
D1I
DWQXO
E3Z
GNUQQ
HCIFZ
JQ2
K6V
K7-
KB.
KQ8
L7M
L~C
L~D
M0N
OK1
P62
PDBOC
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PROAC
Q2X
Q9U
RNS
TR2
AFFHD
ID FETCH-LOGICAL-p612-bd3a9b452eee88bab02daa0232e8c43ef5656d3d2ec32ab68edb73efe941c1e83
IEDL.DBID KB.
ISSN 1694-0814
IngestDate Sun Nov 09 10:47:29 EST 2025
Fri Jul 25 19:00:54 EDT 2025
IsPeerReviewed false
IsScholarly true
Issue 5
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-p612-bd3a9b452eee88bab02daa0232e8c43ef5656d3d2ec32ab68edb73efe941c1e83
Notes SourceType-Scholarly Journals-1
ObjectType-General Information-1
content type line 14
ObjectType-Article-2
ObjectType-Feature-1
content type line 23
PQID 1477204720
PQPubID 55228
PageCount 1
ParticipantIDs proquest_miscellaneous_1506371152
proquest_journals_1477204720
PublicationCentury 2000
PublicationDate 20130901
PublicationDateYYYYMMDD 2013-09-01
PublicationDate_xml – month: 09
  year: 2013
  text: 20130901
  day: 01
PublicationDecade 2010
PublicationPlace Mahebourg
PublicationPlace_xml – name: Mahebourg
PublicationTitle International journal of computer science issues
PublicationYear 2013
Publisher International Journal of Computer Science Issues (IJCSI)
Publisher_xml – name: International Journal of Computer Science Issues (IJCSI)
SSID ssj0000456168
Score 1.8451799
Snippet This paper proposed software testing system by using artificial intelligent techniques. And that was conducted through Suggestion Intelligent Water Drop...
SourceID proquest
SourceType Aggregation Database
StartPage 91
SubjectTerms Algorithms
Computer science
Title Proposed Software Testing Using Intelligent techniques (Intelligent Water Drop (IWD) and Ant Colony Optimization Algorithm (ACO))
URI https://www.proquest.com/docview/1477204720
https://www.proquest.com/docview/1506371152
Volume 10
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVPQU
  databaseName: Advanced Technologies & Aerospace Database
  customDbUrl:
  eissn: 1694-0784
  dateEnd: 20201130
  omitProxy: false
  ssIdentifier: ssj0000456168
  issn: 1694-0814
  databaseCode: P5Z
  dateStart: 20090801
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/hightechjournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Computer Science Database
  customDbUrl:
  eissn: 1694-0784
  dateEnd: 20201130
  omitProxy: false
  ssIdentifier: ssj0000456168
  issn: 1694-0814
  databaseCode: K7-
  dateStart: 20090801
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/compscijour
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Materials Science Database
  customDbUrl:
  eissn: 1694-0784
  dateEnd: 20201130
  omitProxy: false
  ssIdentifier: ssj0000456168
  issn: 1694-0814
  databaseCode: KB.
  dateStart: 20090801
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/materialsscijournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Middle East & Africa Database
  customDbUrl:
  eissn: 1694-0784
  dateEnd: 20201130
  omitProxy: false
  ssIdentifier: ssj0000456168
  issn: 1694-0814
  databaseCode: CWDGH
  dateStart: 20090801
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/middleeastafrica
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 1694-0784
  dateEnd: 20201130
  omitProxy: false
  ssIdentifier: ssj0000456168
  issn: 1694-0814
  databaseCode: BENPR
  dateStart: 20090801
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV07T8MwELagMLDwRhRKZSQGOgRqx0ncCfVBBRIqFVRqxVLZ8aUg0bQ0BcTIP-ecpgUxsDAkwzk6Wfb57uJ7fIScRAy0ssILvjaO4CpwdFmEDv5MmMgPXFE2aRPXm6DVkr1epZ1duCVZWuVcJ6aK2oxCe0d-zkRg8VTwuRi_OBY1ykZXMwiNZbLCOPr6NihbO1vcsVh3hc2q4XzbAVfaWp1fKje1I82N_85gk6xnHiStzrZ8iyxBvE025ugMNDusO-SzbQEQEjD0HlXtu5oA7diWGvGApnkC9HrRjXNKF61cE3r6k95VlmcDOSG92yhRFRtaxYE6Ks34g96ixhlmpZy0-jzA-U4fh_S0Wr8tlXZJp3nZqV85GeCCM_YtFo9xVUULjwOAlFrpMjdKoVHnIEPhQmSdP-MaDqHLlfYlGB0gGSqChQyku0dy8SiGfUK1QLuvIJKeHwklVMX1QKIkCCVdxgzLk8J8jfvZoUn63wucJ8eLYRR3G8NQMYxe8RsPfaoA3Vh-8DeLQ7LGU-QKmw5WILnp5BWOyGr4Nn1KJkWyUrtste-KKC-BU0ylBt9t7-ELv13OoA
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V07T8MwED5BQYKFN-KNkQDRIaJx3MQdGKoWaEUpSFQqW2XHF0CCFJpCxcgP4j9yDmlBDGwMDFns6JTkLt-d7bv7AHYjF7Wyxou-No7gKnB0QYQOLSZM5AeeKJi0iWsjaDbl9XXpcgzeh7UwNq1yiIkpUJtuaPfID10RWD4VurIMyjN8HdD6LDmqV0mZe5yfHLcqNSejEHAefcsuYzxV0qLIEVFKrXSBG6XITXGUofAwsuGM8QzH0ONK-xKNDmgYS8INXZQeid1_fHIsSZU9zM0YO8ZhQvrkx3MwUWlXT2ujTR0bH7mf5Xe-bbkrbXHQD4xPHdfJ7D975TmYySJkVv406XkYw3gBZofsEywDo0V4u7QEDwkadkWuZKB6yFq2ZUh8w9I8CFYfdRvts1Gr2oQdfB9vKyuzSpJovF3NMxUbVqaJCjmF-JVdEKI-ZKWqrHx_Q8_bv31gB-XKRT6_BK2_-DTLkIu7Ma4A04LiGoWRLPqRUEKVvCJKsnShpOe6xl2FjaFKOxkoJJ0vfa7Czmiafmd7RqNi7D7TPUWKGQMK0_na7yK2YarWOm90GvXm2TpM85Slw6a-bUCu33vGTZgMX_p3SW8rM1IGnT82mw8lAyvn
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3NTuMwEB5BWSEusLuA-N31SiDRQ0Rju4l7QKjbUlGBSgWV4FbZ8QSQIIWmgDjyWLwd4zQpKw5748Ahl7E1UjzjmbE9Mx_AVuyj0U55MTDWk1yHnqnIyKPDhI2DUMiKzZq4Hoedjrq4qHWn4LWohXFplYVNzAy1HUTujnzXl6HDU6FvN87TIrrN1v7dvecQpNxLawGnMVaRI3x-ouNbutdukqy3OW8d9BqHXo4w4N0FDnzGCl0zssoRUSmjTYVbrcmLcVSRFBi7aMcKyzESXJtAoTUhkbEm_chHJYjtNMyEgs48JZj5e9Dpnk4ueFys5I9L8QLXfle5QqEP9j5zYq2FL_z732E-j5xZfazqP2AKk5-wUKBSsNxILcJL1wE_pGjZGbmYJz1E1nOtRJJLluVHsPakC-mITVrYpmznX_q5djybxIno580y04lldRpokLNIntkJWdrbvISV1W8uaXlGV7dsp944KZeXoPcZ67AMpWSQ4AowIyne0RirahBLLXVNVFHRDpBaCd-3_ipsFOLt58Yi7b_LdhX-TIZpm7u3G53g4IHmVCmWDCl852v_Z_EbZkkx-sftztE6zPEMvMNlxG1AaTR8wE34Fj2OrtPhr1xfGfQ_WUXeAEQDNLA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Proposed+Software+Testing+Using+Intelligent+techniques+%28Intelligent+Water+Drop+%28IWD%29+and+Ant+Colony+Optimization+Algorithm+%28ACO%29%29&rft.jtitle=International+journal+of+computer+science+issues&rft.au=Alzubaidy%2C+Laheeb+M&rft.au=Alhafid%2C+Baraa+S&rft.date=2013-09-01&rft.pub=International+Journal+of+Computer+Science+Issues+%28IJCSI%29&rft.issn=1694-0814&rft.eissn=1694-0784&rft.volume=10&rft.issue=5&rft.spage=91&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=3180578931
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1694-0814&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1694-0814&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1694-0814&client=summon