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CT-AI · Question #150

Which statement regarding pairwise testing in an AI-based automotive lane-keeping assist system is correct?

The correct answer is B. Pairwise testing can reduce testing efforts otherwise very high due to the large number of. The ISTQB CT-AI syllabus (Section4.3 - Test Design for AI-Based Systems) highlights pairwise testing as an effectivetest-case reduction techniquefor systems with many input parameters. Lane-keeping assist systems typically include environmental, sensor, and vehicle-dynamic…

Specific Approaches to Testing AI-based Systems

Question

Which statement regarding pairwise testing in an AI-based automotive lane-keeping assist system is correct?

Options

  • APairwise testing reduces the test suite so much that it is typically feasible within the available
  • BPairwise testing can reduce testing efforts otherwise very high due to the large number of
  • CPairwise testing only uses parameters directly influenced by the driver, otherwise the number of
  • DPairwise testing is usually insufficient because most defects arise only from interactions of many

How the community answered

(24 responses)
  • A
    4% (1)
  • B
    83% (20)
  • C
    4% (1)
  • D
    8% (2)

Explanation

The ISTQB CT-AI syllabus (Section4.3 - Test Design for AI-Based Systems) highlights pairwise testing as an effectivetest-case reduction techniquefor systems with many input parameters. Lane-keeping assist systems typically include environmental, sensor, and vehicle-dynamic parameters, making exhaustive testing infeasible. Pairwise testing significantly reduces the number of test cases while still capturingall 2-way interactions, which are responsible for a large proportion of software defects. Option B aligns with this syllabus description: pairwise testing reduces otherwise extremely large parameter combinations, making test effort manageable.

Topics

#pairwise testing#combinatorial testing#automotive AI#parameter interaction

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