scholarly journals Multi-objective Test Case Selection Through Linkage Learning-Based Crossover

2021 ◽  
pp. 87-102
Author(s):  
Mitchell Olsthoorn ◽  
Annibale Panichella
Keyword(s):  
Objective Test ◽  
Test Case ◽  
Test Case Selection ◽  
Multi Objective ◽  
Case Selection ◽  
Linkage Learning

scholarly journals Multi-Objective Test Case Selection: Local Search Approaches for the NSGA-II algorithm

2020 ◽  
Author(s):  
Luciano Soares De Souza
Keyword(s):  
Local Search ◽  
Software Testing ◽  
Search Algorithms ◽  
Selection Problem ◽  
Objective Test ◽  
Test Case ◽  
Nsga Ii ◽  
Test Case Selection ◽  
Multi Objective ◽  
Case Selection

The software testing process can be very expensive and it is important to find ways in order to reduce its costs. Test case selection techniques can be used in order to reduce the amount of tests to execute and this way reducing the costs. Search algorithms are very promising approach to deal with the test case selection problem. This work proposes new hybrid algorithms for multiobjective test case selection by adding local search mechanisms into the NSGAII algorithm. The results showed that some of the mechanisms were capable of improve the NSGA-II algorithm.

scholarly journals A Hybrid Algorithm for Multi-Objective Test Case Selection

2018 ◽  
Author(s):  
Takfarinas Saber ◽  
Florian Delavernhe ◽  
Mike Papadakis ◽  
Michael Oneill ◽  
Anthony Ventresque
Keyword(s):  
Hybrid Algorithm ◽  
Objective Test ◽  
Test Case ◽  
Test Case Selection ◽  
Multi Objective ◽  
Case Selection

Improving Multi-Objective Test Case Selection by Injecting Diversity in Genetic Algorithms

2015 ◽  
Vol 41 (4) ◽  
pp. 358-383 ◽  
Author(s):  
Annibale Panichella ◽  
Rocco Oliveto ◽  
Massimiliano Di Penta ◽  
Andrea De Lucia
Keyword(s):  
Genetic Algorithms ◽  
Objective Test ◽  
Test Case ◽  
Test Case Selection ◽  
Multi Objective ◽  
Case Selection
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