scholarly journals An Empirical Comparison of the Efficiency and Effectiveness of Genetic Algorithms and Adaptive Random Techniques in Data-Flow Testing

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 12884-12896 ◽  
Author(s):  
Fahad M. Almansour ◽  
Roobaea Alroobaea ◽  
Ahmed S. Ghiduk
Keyword(s):  
Genetic Algorithms ◽  
Data Flow ◽  
Empirical Comparison ◽  
Efficiency And Effectiveness ◽  
Data Flow Testing

scholarly journals Test Case Generation for Data Flow Testing using Cuckoo Search Algorithm

2019 ◽  
Vol 8 (2S11) ◽  
pp. 2953-2964
Keyword(s):  
Data Flow ◽  
Search Algorithm ◽  
Fitness Function ◽  
Cuckoo Search ◽  
Automatic Generation ◽  
Cuckoo Search Algorithm ◽  
Test Case ◽  
Stochastic Algorithm ◽  
Data Flow Testing ◽  
Work Done

Software testing consumes the major portion of the total efforts required for software development. This activity is very time consuming and labor intensive. It is very hard to do testing in optimal manner. In this paper a new approach is proposed, which uses the nature inspired stochastic algorithm called Cuckoo Search Algorithm (CSA) for the automatic generation of test data for data flow testing. This approach considers all def-use as test adequacy criteria. For assistance to CSA in the state space a new fitness function is also proposed by using the concept of dominator tree and branch distance in a CFG. To validate the proposed approach experiments are carried out on 10 benchmarked programs and findings are contrasted with earlier work done in this domain. Further in order to prove that proposed approach performs better than the above mentioned approaches a statistical difference test (T-test) is also performed.

Fault detection effectiveness of mutation and data flow testing

1995 ◽  
Vol 4 (1) ◽  
pp. 69-83 ◽  
Author(s):  
W. Eric Wong ◽  
Aditya P. Mathur
Keyword(s):  
Fault Detection ◽  
Data Flow ◽  
Data Flow Testing

scholarly journals Data flow testing as model checking

2003 ◽  
Author(s):  
Hyoung Seok Hong ◽  
Sung Deok Cha ◽  
Insup Lee ◽  
O. Sokolsky ◽  
H. Ural
Keyword(s):  
Model Checking ◽  
Data Flow ◽  
Data Flow Testing
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