Automatic Generation of Combinatorial Test Data

Nonfiction, Computers, Database Management, Data Processing, Programming, Software Development, General Computing
Cover of the book Automatic Generation of Combinatorial Test Data by Jian Zhang, Zhiqiang Zhang, Feifei Ma, Springer Berlin Heidelberg
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Author: Jian Zhang, Zhiqiang Zhang, Feifei Ma ISBN: 9783662434291
Publisher: Springer Berlin Heidelberg Publication: September 15, 2014
Imprint: Springer Language: English
Author: Jian Zhang, Zhiqiang Zhang, Feifei Ma
ISBN: 9783662434291
Publisher: Springer Berlin Heidelberg
Publication: September 15, 2014
Imprint: Springer
Language: English

This book reviews the state-of-the-art in combinatorial testing, with particular emphasis on the automatic generation of test data. It describes the most commonly used approaches in this area - including algebraic construction, greedy methods, evolutionary computation, constraint solving and optimization - and explains major algorithms with examples. In addition, the book lists a number of test generation tools, as well as benchmarks and applications. Addressing a multidisciplinary topic, it will be of particular interest to researchers and professionals in the areas of software testing, combinatorics, constraint solving and evolutionary computation.

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This book reviews the state-of-the-art in combinatorial testing, with particular emphasis on the automatic generation of test data. It describes the most commonly used approaches in this area - including algebraic construction, greedy methods, evolutionary computation, constraint solving and optimization - and explains major algorithms with examples. In addition, the book lists a number of test generation tools, as well as benchmarks and applications. Addressing a multidisciplinary topic, it will be of particular interest to researchers and professionals in the areas of software testing, combinatorics, constraint solving and evolutionary computation.

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