DocumentCode
707630
Title
Automatic test data generation approach using Swine Influenza Models Based Optimization (SIMBO) with dominance concepts
Author
Singla, Sanjay ; Kumar, Raj ; Kumar, Dharminder
Author_Institution
UIET, MDU Rohatk, Rohatk, India
fYear
2015
fDate
11-13 March 2015
Firstpage
2159
Lastpage
2164
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
automatic test software; optimisation; program testing; GA; PSO; SIMBO techniques; automatic software test data generation; dominance concepts; fitness function; genetic algorithm; natural computing technique; nodes dominance relation; particle swarm optimization; swine influenza models based optimization; Biological cells; Genetic algorithms; Optimization; Sociology; Software; Statistics; Testing; Data flow testing; Dominance Concept; Genetic algorithm (GA); Particle Swarm Optimization (PSO); Swine Influenza Models Based Optimization (SIMBO);
fLanguage
English
Publisher
ieee
Conference_Titel
Computing for Sustainable Global Development (INDIACom), 2015 2nd International Conference on
Conference_Location
New Delhi
Print_ISBN
978-9-3805-4415-1
Type
conf
Filename
7100620
Link To Document