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Particle Swarm Optimization Based Parallel Input Time Test Suite Construction

  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Testing of Real-Time Embedded Systems (RTESs) under input timing constraints is a critical issue, especially for parallel input factors. Test suites which can cover more possibilities of input time and discover more defects under input timing constraints are worthy of study. In this paper, Parallel Input Time Test Suites (PITTSs) are proposed to improve the coverage of input time combinations. PITTSs not only cover all the neighbor input time point combinations of each factor, but also cover all the input time point combinations between each two factors of the same input. Particle swarm optimization based the PITTS construction algorithm is presented and benchmarks with different configurations are conducted to evaluate the algorithm’ performance. A real world RTES is tested with a PITTS as application and we have reason to believe that PITTSs are effective and efficient for testing RTESs under input timing constraints of parallel input factors.

Original languageEnglish
Title of host publicationGenetic and Evolutionary Computing - Proceedings of the 12th International Conference on Genetic and Evolutionary Computing, 2018
EditorsJerry Chun-Wei Lin, Shih-Pang Tseng, Bixia Sui, Jeng-Shyang Pan
PublisherSpringer Verlag
Pages29-36
Number of pages8
ISBN (Print)9789811358401
DOIs
StatePublished - 2019
Event12th International Conference on Genetic and Evolutionary Computing, ICGEC 2018 - Changzhou, China
Duration: 14 Dec 201817 Dec 2018

Publication series

NameAdvances in Intelligent Systems and Computing
Volume834
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

Conference12th International Conference on Genetic and Evolutionary Computing, ICGEC 2018
Country/TerritoryChina
CityChangzhou
Period14/12/1817/12/18

Keywords

  • Parallel input
  • Particle swarm optimization
  • Real-time embedded systems
  • Time test suite construction

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