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Journal ArticleDOI

An orchestrated survey of methodologies for automated software test case generation

TLDR
An orchestrated survey of the most prominent techniques for automatic generation of software test cases, reviewed in self-standing sections, aimed at giving an introductory, up-to-date and (relatively) short overview of research in automatic test case generation.
About
This article is published in Journal of Systems and Software.The article was published on 2013-08-01. It has received 599 citations till now. The article focuses on the topics: Software reliability testing & Test strategy.

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Citations
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Book ChapterDOI

Automated Test Oracles: A Survey

TL;DR: In this paper, the authors present the main techniques to automatically generate test oracles classified according to the required information, and discuss different forms of checkable oracles, defined as oracles expressed in a form directly checkable during the system execution.
Journal ArticleDOI

Scented Since the Beginning: On the Diffuseness of Test Smells in Automatically Generated Test Code

TL;DR: This paper studies to what extent existing automated test case generation tools produce potentially problematic test code, and argues that more effective automated generation algorithms that explicitly take into account test code quality should be further investigated and devised.
Journal ArticleDOI

An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random Testing

TL;DR: The results show significant differences in the techniques’ fault detection ability when faults are hard to detect (failure rates are relatively low), and when constraint information is unavailable for a highly-constrained program, a large random test suite is as effective as CT or ART, yet its computational cost is significantly lower than that of other techniques.
Journal ArticleDOI

Black-Box String Test Case Generation through a Multi-Objective Optimization

TL;DR: In this research, black-box string test case generation methods are investigated and an empirical study is performed indicating that the generated string test cases outperform test cases generated by other methods.
Book ChapterDOI

Recent Advances in Model-Based Testing

TL;DR: This chapter gives an overview of the field of model-based testing (MBT), particularly the recent advances in the last decade, and discusses best practices, such as traceability between models and tests.
References
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Book ChapterDOI

Z3: an efficient SMT solver

TL;DR: Z3 is a new and efficient SMT Solver freely available from Microsoft Research that is used in various software verification and analysis applications.
Book

The Design of Experiments

R. A. Fisher
Book

Software Product Lines: Practices and Patterns

TL;DR: The Three Essential Activities: Core Asset Development, Software Engineering Practice Areas, and Single-System Development with Reuse - All Three Together.
Proceedings ArticleDOI

KLEE: unassisted and automatic generation of high-coverage tests for complex systems programs

TL;DR: A new symbolic execution tool, KLEE, capable of automatically generating tests that achieve high coverage on a diverse set of complex and environmentally-intensive programs, and significantly beat the coverage of the developers' own hand-written test suite is presented.