Handling test length bloat

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Handling test length bloat

The length of test cases is a little investigated topic in search-based test generation for object-oriented software, where test cases are sequences of method calls. While intuitively longer tests can achieve higher overall code coverage, there is always the threat of bloat – a complex phenomenon in evolutionary computation, where the length abnormally grows over time. In this paper, we show th...

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Archive Ingest and Handling Test

This Article is brought to you for free and open access by the Computer Science at ODU Digital Commons. It has been accepted for inclusion in Computer Science Faculty Publications by an authorized administrator of ODU Digital Commons. For more information, please contact [email protected]. Repository Citation Nelson, Michael L.; Bollen, Johan; Manepalli, Giridhar; and Haq, Rabia, "Archive ...

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Fitness Causes Bloat: Mutation

The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Known variously as “bloat”, “fluff” and increasing “structural complexity”, this is often described in terms of increasing “redundancy” in the code caused by “introns”. Comparison between runs with and without fitness s...

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Fitness Causes Bloat

The problem of evolving an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Known variously as “bloat”, “fluff” and increasing “structural complexity”, this is often described in terms of increasing “redundancy” in the code caused by “introns”. Comparison between runs with and without fitness selection pressure...

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Alternative Bloat Control Methods

Bloat control is an important aspect of evolutionary computation methods, such as genetic programming, which must deal with genomes of arbitrary size. We introduce three new methods for bloat control: Biased Multi-Objective Parsimony Pressure (BMOPP), the Waiting Room, and Death by Size. These methods are unusual approaches to bloat control, and are not only useful in various circumstances, but...

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ژورنال

عنوان ژورنال: Software Testing, Verification and Reliability

سال: 2013

ISSN: 0960-0833

DOI: 10.1002/stvr.1495