A parameter free choice function based hyper-heuristic strategy for pairwise test generation

A parameter free choice function based hyper-heuristic strategy for pairwise test generation

Hyper-heuristics are advanced high-level search methodologies that solve hard computational problems indirectly via low-level heuristics. Choice function based hyper-heuristics are selection and acceptance hyper-heuristics that use statistical information to rank low-level heuristics for selection....

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Bibliographic Details
Main Authors: Fakhrud, Din, Alsewari, Abdulrahman A., Kamal Z., Zamli
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2017
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/18154/
http://umpir.ump.edu.my/id/eprint/18154/
http://umpir.ump.edu.my/id/eprint/18154/1/A%20Parameter%20Free%20Choice%20Function%20Based%20Hyper-Heuristic%20Strategy%20For%20Pairwise%20Test%20Generation.pdf
http://umpir.ump.edu.my/id/eprint/18154/2/A%20Parameter%20Free%20Choice%20Function%20Based%20Hyper-Heuristic%20Strategy%20For%20Pairwise%20Test%20Generation%201.pdf
id ump-18154
recordtype eprints
spelling ump-181542018-07-18T04:53:23Z http://umpir.ump.edu.my/id/eprint/18154/ A parameter free choice function based hyper-heuristic strategy for pairwise test generation Fakhrud, Din Alsewari, Abdulrahman A. Kamal Z., Zamli QA76 Computer software Hyper-heuristics are advanced high-level search methodologies that solve hard computational problems indirectly via low-level heuristics. Choice function based hyper-heuristics are selection and acceptance hyper-heuristics that use statistical information to rank low-level heuristics for selection. In this paper, we describe a choice function based hyper-heuristic called Pairwise Choice Function based Hyper-heuristic (PCFHH) for the pairwise test generation problem. PCFHH uses a combination of three measures to select and apply an effective low-level heuristic from a set of four low-level heuristics at any stage of the search. Our experimental results have been encouraging as PCFHH outperforms most of pairwise test generation strategies on many of the problem instances. IEEE 2017-08 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/18154/1/A%20Parameter%20Free%20Choice%20Function%20Based%20Hyper-Heuristic%20Strategy%20For%20Pairwise%20Test%20Generation.pdf pdf en http://umpir.ump.edu.my/id/eprint/18154/2/A%20Parameter%20Free%20Choice%20Function%20Based%20Hyper-Heuristic%20Strategy%20For%20Pairwise%20Test%20Generation%201.pdf Fakhrud, Din and Alsewari, Abdulrahman A. and Kamal Z., Zamli (2017) A parameter free choice function based hyper-heuristic strategy for pairwise test generation. In: International Conference on Software Quality, Reliability and Security Companion (QRS-C), 25-29 July 2017 , Prague, Czech Republic. pp. 85-91.. ISBN 978-1-5386-2072-4 http://ieeexplore.ieee.org/abstract/document/8004298/
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
English
topic QA76 Computer software
spellingShingle QA76 Computer software
Fakhrud, Din
Alsewari, Abdulrahman A.
Kamal Z., Zamli
A parameter free choice function based hyper-heuristic strategy for pairwise test generation
description Hyper-heuristics are advanced high-level search methodologies that solve hard computational problems indirectly via low-level heuristics. Choice function based hyper-heuristics are selection and acceptance hyper-heuristics that use statistical information to rank low-level heuristics for selection. In this paper, we describe a choice function based hyper-heuristic called Pairwise Choice Function based Hyper-heuristic (PCFHH) for the pairwise test generation problem. PCFHH uses a combination of three measures to select and apply an effective low-level heuristic from a set of four low-level heuristics at any stage of the search. Our experimental results have been encouraging as PCFHH outperforms most of pairwise test generation strategies on many of the problem instances.
format Conference or Workshop Item
author Fakhrud, Din
Alsewari, Abdulrahman A.
Kamal Z., Zamli
author_facet Fakhrud, Din
Alsewari, Abdulrahman A.
Kamal Z., Zamli
author_sort Fakhrud, Din
title A parameter free choice function based hyper-heuristic strategy for pairwise test generation
title_short A parameter free choice function based hyper-heuristic strategy for pairwise test generation
title_full A parameter free choice function based hyper-heuristic strategy for pairwise test generation
title_fullStr A parameter free choice function based hyper-heuristic strategy for pairwise test generation
title_full_unstemmed A parameter free choice function based hyper-heuristic strategy for pairwise test generation
title_sort parameter free choice function based hyper-heuristic strategy for pairwise test generation
publisher IEEE
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/18154/
http://umpir.ump.edu.my/id/eprint/18154/
http://umpir.ump.edu.my/id/eprint/18154/1/A%20Parameter%20Free%20Choice%20Function%20Based%20Hyper-Heuristic%20Strategy%20For%20Pairwise%20Test%20Generation.pdf
http://umpir.ump.edu.my/id/eprint/18154/2/A%20Parameter%20Free%20Choice%20Function%20Based%20Hyper-Heuristic%20Strategy%20For%20Pairwise%20Test%20Generation%201.pdf
first_indexed 2023-09-18T22:25:32Z
last_indexed 2023-09-18T22:25:32Z
_version_ 1777415941461639168

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