Automatic Generation of Combinatorial Test Data
Series: SpringerBriefs in Computer Science;
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Product details:
- Edition number 2014
- Publisher Springer
- Date of Publication 29 September 2014
- Number of Volumes 1 pieces, Book
- ISBN 9783662434284
- Binding Paperback
- No. of pages90 pages
- Size 235x155 mm
- Weight 1708 g
- Language English
- Illustrations 31 Illustrations, black & white 0
Categories
Short description:
Combinatorial testing has been demonstrated to significantly reduce the cost and increase the effectiveness of software and system testing, especially for software systems invloving a number of interacting components or parameters. One of the key elements of combinatorial testing consists in automatically finding a small set of test cases that achieves certain coverage. 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.
MoreLong description:
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.
MoreTable of Contents:
Introduction to Combinatorial Testing.- Mathematical Construction Methods.- One Test at a Time.- The IPO Family.- Evolutionary Computation and Metaheuristics.- Evolutionary Computation and Metaheuristics.- Tools and Benchmarks.- Other Related Topics.
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