Particle Swarm and Genetic Algorithm applied to mutation testing for test data generation: A comparative evaluation

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2019.05.004 ◽

2020 ◽

Vol 32 (4) ◽

pp. 514-521 ◽

Author(s):

Nishtha Jatana ◽

Bharti Suri

Keyword(s):

Genetic Algorithm ◽

Test Data ◽

Comparative Evaluation ◽

Particle Swarm ◽

Mutation Testing ◽

Test Data Generation ◽

Data Generation

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Comparative Evaluation of A Maximization And Minimization Approach for Test Data Generation with Genetic Algorithm and Binary Particle Swarm Optimization

International Journal of Software Engineering & Applications ◽

10.5121/ijsea.2012.3115 ◽

2012 ◽

Vol 3 (1) ◽

pp. 207-218 ◽

Author(s):

Ankur Pachauri

Keyword(s):

Genetic Algorithm ◽

Particle Swarm Optimization ◽

Test Data ◽

Comparative Evaluation ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Test Data Generation ◽

Data Generation ◽

Swarm Optimization ◽

Minimization Approach

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Program Test Data Generation for Branch Coverage with Genetic Algorithm: Comparative Evaluation of A Maximization and Minimization Approach

Computer Science Conference Proceedings ◽

10.5121/csit.2012.2140 ◽

2012 ◽

Author(s):

Ankur Pachauri Gursaran

Keyword(s):

Genetic Algorithm ◽

Test Data ◽

Comparative Evaluation ◽

Test Data Generation ◽

Data Generation ◽

Branch Coverage ◽

Program Test ◽

Minimization Approach

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Test Data Generation for Mutation Testing Using Genetic Algorithm

Advances in Intelligent Systems and Computing - Soft Computing for Problem Solving ◽

10.1007/978-981-13-1595-4_68 ◽

2018 ◽

pp. 857-867 ◽

Author(s):

Deepti Bala Mishra ◽

Rajashree Mishra ◽

Arup Abhinna Acharya ◽

Kedar Nath Das

Keyword(s):

Genetic Algorithm ◽

Test Data ◽

Mutation Testing ◽

Test Data Generation ◽

Data Generation

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Genetic Algorithm Based Test Data Generation for Structured Software Testing

Journal of the Association of Engineers India ◽

10.22485/jaei/2015/v85/i3-4/119867 ◽

2015 ◽

Vol 85 (3-4) ◽

pp. 52

Author(s):

Subhasis Mallick ◽

Dipankar Majumdar

Keyword(s):

Genetic Algorithm ◽

Software Testing ◽

Test Data ◽

Test Data Generation ◽

Data Generation

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A Multi-Objective Genetic Algorithm to Test Data Generation

2010 22nd IEEE International Conference on Tools with Artificial Intelligence ◽

10.1109/ictai.2010.26 ◽

2010 ◽

Author(s):

Gustavo H.L. Pinto ◽

Silvia R. Vergilio

Keyword(s):

Genetic Algorithm ◽

Test Data ◽

Test Data Generation ◽

Data Generation ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

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Research on Software Test Data Generation based on Particle Swarm Optimization Algorithm

2021 5th International Conference on Trends in Electronics and Informatics (ICOEI) ◽

10.1109/icoei51242.2021.9452870 ◽

2021 ◽

Author(s):

Congcong Liu

Keyword(s):

Particle Swarm Optimization ◽

Test Data ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Software Test ◽

Test Data Generation ◽

Data Generation ◽

Swarm Optimization

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A Path-Oriented Test Data Generation Approach Hybridizing Genetic Algorithm and Artificial Immune System

Advances in Intelligent Systems and Computing - Computational Intelligence in Data Mining ◽

10.1007/978-981-10-8055-5_58 ◽

2018 ◽

pp. 649-658

Author(s):

Gargi Bhattacharjee ◽

Ashish Singh Saluja

Keyword(s):

Genetic Algorithm ◽

Immune System ◽

Test Data ◽

Artificial Immune System ◽

Test Data Generation ◽

Data Generation ◽

Artificial Immune

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Automated test data generation based on particle swarm optimisation with convergence speed controller

CAAI Transactions on Intelligence Technology ◽

10.1049/trit.2017.0004 ◽

2017 ◽

Vol 2 (2) ◽

pp. 73-79 ◽

Author(s):

Fangqing Liu ◽

Han Huang ◽

Xueqiang Li ◽

Zhifeng Hao

Keyword(s):

Test Data ◽

Particle Swarm ◽

Convergence Speed ◽

Particle Swarm Optimisation ◽

Test Data Generation ◽

Data Generation ◽

Speed Controller ◽

Automated Test ◽

Automated Test Data Generation

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Automatic test data generation using genetic algorithm and program dependence graphs

Information and Software Technology ◽

10.1016/j.infsof.2005.06.006 ◽

2006 ◽

Vol 48 (7) ◽

pp. 586-605 ◽

Author(s):

James Miller ◽

Marek Reformat ◽

Howard Zhang

Keyword(s):

Genetic Algorithm ◽

Test Data ◽

Test Data Generation ◽

Data Generation ◽

Automatic Test ◽

Dependence Graphs ◽

Automatic Test Data Generation ◽

Program Dependence

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Automatic goal-oriented test data generation using a Genetic algorithm and simulated annealing

2016 6th International Conference - Cloud System and Big Data Engineering (Confluence) ◽

10.1109/confluence.2016.7508052 ◽

2016 ◽

Author(s):

Mukesh Mann ◽

Om Praksah Sangwan ◽

Pradeep Tomar ◽

Shivani Singh

Keyword(s):

Genetic Algorithm ◽

Simulated Annealing ◽

Test Data ◽

Test Data Generation ◽

Data Generation

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