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Titlebook: Automatic Generation of Combinatorial Test Data; Jian Zhang,Zhiqiang Zhang,Feifei Ma Book 2014 The Author(s) 2014 Combinatorial testing.Co

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发表于 2025-3-21 17:12:20 | 显示全部楼层 |阅读模式
期刊全称Automatic Generation of Combinatorial Test Data
影响因子2023Jian Zhang,Zhiqiang Zhang,Feifei Ma
视频videohttp://file.papertrans.cn/167/166422/166422.mp4
发行地址Reviews the state-of-the-art of automatic data generation methods for combinatorial testing.Presents step-by-step procedures for important algorithms of automatic data generation.Introduces exhaustive
学科分类SpringerBriefs in Computer Science
图书封面Titlebook: Automatic Generation of Combinatorial Test Data;  Jian Zhang,Zhiqiang Zhang,Feifei Ma Book 2014 The Author(s) 2014 Combinatorial testing.Co
影响因子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.
Pindex Book 2014
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https://doi.org/10.1007/978-1-4757-2502-5This chapter describes how to use metaheuristic search and evolutionary algorithms to generate covering arrays for combinatorial testing. They include, among others, genetic algorithms, simulated annealing, tabu search, and particle swarm optimization.
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发表于 2025-3-22 09:21:57 | 显示全部楼层
https://doi.org/10.1007/978-1-4757-5331-8This chapter lists some test generation tools (mostly, tools for finding covering arrays). The chapter also gives some pointers to benchmarks, so that the reader can evaluate and select tools.
发表于 2025-3-22 16:51:07 | 显示全部楼层
Nonconvex Optimization and Its ApplicationsThis chapter briefly discusses some other topics that are related to test data generation. They include, among others, how to construct a combinatorial testing model for the software under test, how to select a subset of test cases from an existing test suite, and how to generate special-purpose test cases in the process of debugging.
发表于 2025-3-22 20:56:42 | 显示全部楼层
Introduction to Combinatorial Testing,This chapter gives an introduction to combinatorial testing, in particular, an overview of its applications. Some basic concepts, including Latin squares, orthogonal arrays, and covering arrays, are described in detail, with examples. Variants of covering arrays, such as covering arrays with constraints, are also described.
发表于 2025-3-23 01:09:15 | 显示全部楼层
Mathematical Construction Methods,This chapter presents some representative mathematical methods that are commonly used in the construction of orthogonal arrays and covering arrays, as well as some bounds on the size of such arrays.
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发表于 2025-3-23 05:36:37 | 显示全部楼层
Backtracking Search,This chapter describes how to use backtracking search to find covering arrays and orthogonal arrays. The basic algorithms are presented, as well as various heuristics which improve the efficiency of the search. Different from the approaches described in the previous chapters, backtracking search is able to find the smallest test suite.
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