Optimal test sequence generation using firefly algorithm

Srivatsava, Praveen Ranjan and Mallikarjun , B. and Yang, Xin-She (2013) Optimal test sequence generation using firefly algorithm. Swarm and Evolutionary Computation, 8 . pp. 44-53. ISSN 2210-6502

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Official URL: http://dx.doi.org/10.1016/j.swevo.2012.08.003

Abstract

Software testing is an important but complex part of software development life cycle. The optimization of the software testing process is a major challenge, and the generation of the independent test paths remains unsatisfactory. In this paper, we present an approach based on metaheuristic firefly algorithm to generate optimal test paths. In order to optimize the test case paths, we use a modified firefly algorithm by defining appropriate objective function and introducing guidance matrix in traversing the graph. Our simulations and comparison show that the test paths generated are critical and optimal paths.

Item Type:Article
Keywords (uncontrolled):Firefly algorithm; State transition diagram; Objective Function; Cyclometic complexity; Control flow graph
Research Areas:School of Science and Technology > Computer and Communications Engineering
ID Code:9546
Deposited On:16 Nov 2012 14:43
Last Modified:04 Aug 2014 14:11

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