{"product_id":"a-test-generation-strategy-for-variable-strength-and-t-way-interaction-von-bestoun-s-ahmed-und-kamal-z-zamli","title":"A Test Generation Strategy For Variable-Strength and T-way Interaction","description":"\u003cp\u003eRecently, 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783639661149\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783639661149","offer_id":39467255365725,"sku":"9783639661149","price":67.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3ad736cd-b6c5-492e-be72-1382b8b2fde6.jpg?v=1772864436","url":"https:\/\/shop.autorenwelt.de\/products\/a-test-generation-strategy-for-variable-strength-and-t-way-interaction-von-bestoun-s-ahmed-und-kamal-z-zamli","provider":"Autorenwelt Shop","version":"1.0","type":"link"}