Test Generation Strategy For Variable-Strength and T-way Interaction

Name: Test Generation Strategy For Variable-Strength and T-way Interaction
Brand: Scholars' Press
SKU: 9783639661149
Price: 1337 CZK
Availability: InStock

Autor: Bestoun S. Ahmed, Kamal Z. Zamli

Jazyk:

Vazba: Brožovaná

Vydavatel: Scholars' Press

Dostupnost: Skladem u dodavatele

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Recently, researchers have started to explore the use of Artificial Intelligence (AI)-based algorith...

Informace o knize

Autor

Bestoun S. Ahmed, Kamal Z. Zamli

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

144

EAN

9783639661149

ISBN

3639661141

Enbook ID

07174501

Vydavatel

Scholars' Press

Hmotnost

222

Rozměry

152 x 229 x 9

Kompletní popis

Recently, researchers have started to explore the use of Artificial Intelligence (AI)-based algorithms as t-way (where t indicates the interaction strength) and variable-strength testing strategies. Many AI-based strategies have been developed, such as Ant Colony, Simulated Annealing, Genetic Algorithm, and Tabu Search. Although useful, most existing AI-based strategies adopt complex search processes and require heavy computations. For this reason, existing AI-based strategies have been confined to small interaction strengths (i.e., t 3) and small test configurations. Recent studies demonstrate the need to go up to t=6 in order to capture most faults. This book presents the design and implementation of a new interaction test generation strategy, known as the Particle Swarm-based Test Generator (PSTG), for generating t-way and variable-strength test suites. Unlike other existing AI-based strategies, the lightweight computation of the particle swarm search process enables PSTG to support high interaction strengths of up to t=6. The performance of PSTG is evaluated using several sets of benchmark experiments. PSTG consistently outperforms its AI counterparts.

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Test Generation Strategy For Variable-Strength and T-way Interaction

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Kompletní popis

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