Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts

Sanjay Singla; Raj Kumar; Dharminder Kumar

Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts

Sanjay Singla, Raj Kumar, Dharminder Kumar

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper is based on Swine Influenza Models Based Optimization (SIMBO) natural computing technique which is used to automatic software test data generation. The concept of dominance relation between nodes has been used as fitness function in this paper. Finally, the results in the paper show the effectiveness of SIMBO techniques as compare to Particle Swarm Optimization (PSO) and Genetic Algorithm (GA).

Original language	English
Title of host publication	2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015
Editors	M. N. Hoda
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2159-2164
Number of pages	6
ISBN (Electronic)	9789380544168
State	Published - 2015
Externally published	Yes
Event	2nd International Conference on Computing for Sustainable Global Development, INDIACom 2015 - New Delhi, India Duration: 11 Mar 2015 → 13 Mar 2015

Publication series

Name	2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015

Conference

Conference	2nd International Conference on Computing for Sustainable Global Development, INDIACom 2015
Country/Territory	India
City	New Delhi
Period	11/03/15 → 13/03/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

Data flow testing
Dominance Concept
Genetic algorithm (GA)
Particle Swarm Optimization (PSO)
Swine Influenza Models Based Optimization (SIMBO)

Cite this

Singla, S., Kumar, R., & Kumar, D. (2015). Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts. In M. N. Hoda (Ed.), 2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015 (pp. 2159-2164). Article 7100620 (2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015). Institute of Electrical and Electronics Engineers Inc..

Singla, Sanjay ; Kumar, Raj ; Kumar, Dharminder. / Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts. 2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015. editor / M. N. Hoda. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 2159-2164 (2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015).

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title = "Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts",

abstract = "This paper is based on Swine Influenza Models Based Optimization (SIMBO) natural computing technique which is used to automatic software test data generation. The concept of dominance relation between nodes has been used as fitness function in this paper. Finally, the results in the paper show the effectiveness of SIMBO techniques as compare to Particle Swarm Optimization (PSO) and Genetic Algorithm (GA).",

keywords = "Data flow testing, Dominance Concept, Genetic algorithm (GA), Particle Swarm Optimization (PSO), Swine Influenza Models Based Optimization (SIMBO)",

author = "Sanjay Singla and Raj Kumar and Dharminder Kumar",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2nd International Conference on Computing for Sustainable Global Development, INDIACom 2015 ; Conference date: 11-03-2015 Through 13-03-2015",

year = "2015",

language = "אנגלית",

series = "2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015",

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Singla, S, Kumar, R & Kumar, D 2015, Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts. in MN Hoda (ed.), 2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015., 7100620, 2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015, Institute of Electrical and Electronics Engineers Inc., pp. 2159-2164, 2nd International Conference on Computing for Sustainable Global Development, INDIACom 2015, New Delhi, India, 11/03/15.

Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts. / Singla, Sanjay; Kumar, Raj; Kumar, Dharminder.
2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015. ed. / M. N. Hoda. Institute of Electrical and Electronics Engineers Inc., 2015. p. 2159-2164 7100620 (2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Singla S, Kumar R, Kumar D. Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts. In Hoda MN, editor, 2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 2159-2164. 7100620. (2015 International Conference on Computing for Sustainable Global Development, INDIACom 2015).

Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts

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