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Browsing by Author "Pachauri, A."

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Automated test data generation for branch testing using genetic algorithm: An improved approach using branch ordering, memory and elitism

Pachauri, A. (Elsevier, 2013-05)

One of the problems faced in generating test data for branch coverage using a metaheuristic technique is that the population may not contain any individual that encodes test data for which the execution reaches the predicate ...
Comparative Evaluation of A Maximization And Minimization Approach for Test Data Generation with Genetic Algorithm and Binary Particle Swarm Optimization

Pachauri, A. (International Journal of Software Engineering & Applications, 2012-01)

In search based test data generation, the problem of test data generation is reduced to that of function minimization or maximization.Traditionally, for branch testing, the problem of test data generation has been ...
A Path and Branch Based Approach to Fitness Computation for Program Test Data Generation using Genetic Algorithm

Pachauri, A. (IEEE, 2015)

In this paper we present a novel approach for fitness computation for test data generation using genetic algorithm. Fitness computation is a two-step process. In the first step a target node sequence is determined and ...
Program Test Data Generation for branch coverage with genetic algorithm: comparative evaluation of a maximization and minimization approach” in First International workshop on Software Engineering and Applications

Pachauri, A. (AIRCJJ, 2012)

In search based test data generation, the problem of test data generation is reduced to that of function minimization or maximization.Traditionally, for branch testing, the problem of test data generation has been ...
Towards a parallel approach for test data generation for branch coverage with genetic algorithm using the extended path prefix strategy

Pachauri, A. (IEEE, 2015)

In this paper we present a proposal for an approach to test data generation for branch coverage with a structured genetic algorithm (GA) using the extended path prefix strategy. The structured GA implements a parallel ...
Use of Clonal Selection Algorithm as Software Test Data Generation Technique

Pachauri, A. (IEEE, 2012)

Clonal selection algorithm is an algorithm that belongs to the class of immune algorithm inspired form clonal selection principle of biological immune system. Initially clonal selection algorithm was designed for machine ...

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