Title :
MOGA-UDTG: Automated uniformly distributed testing approach
Author :
Choudhary, Kavita ; Purohit, G.N.
Author_Institution :
Dept. of CSE & IT, ITM Univ., Gurgaon, India
Abstract :
Software Testing is the critical task for any software which helps in building trust and confidence in the product. Usually, the emphasis is on Manual Testing but to reduce cost there is a need of automation in software testing process. This paper proposes a method to generate automated uniformly distributed test cases based on the platform of multi-objective genetic algorithm (MOGA). The proposed method is analyzed on the domain of Pareto-Optimality, Dominance and Multi-objective Genetic Algorithm.
Keywords :
Pareto optimisation; genetic algorithms; program testing; MOGA-UDTG; Pareto-optimality; automated uniformly distributed testing; dominance genetic algorithm; manual testing; multiobjective genetic algorithm; software testing; Complexity theory; Evolutionary computation; Genetic algorithms; Pareto optimization; Sociology; Fitness function etc.; MOGA; Multi-objective Genetic Algorithm; Non-dominated Sorting; Pareto Optimal; UDTG;
Conference_Titel :
Engineering and Computational Sciences (RAECS), 2014 Recent Advances in
Conference_Location :
Chandigarh
Print_ISBN :
978-1-4799-2290-1
DOI :
10.1109/RAECS.2014.6799540
