The Research of Software Defect Management

Wang, Xin Ping

doi:10.4028/www.scientific.net/amm.378.504

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2023

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“…The core of GenProg is genetic algorithm, which uses the characteristics of code repeatability to realize code reuse, improve search space and make up for deficiencies. The basic principle is to recombine code fragments through crossover and mutation, improve the search efficiency, and finally generate the correct repair patch to complete the repair [5]. In recent years, some researchers have improved GenProg, and many new automatic repair methods have appeared.…”

Section: Based On Heuristic Searchmentioning

confidence: 99%

Research on software defect management and automatic repair technology

Xiao¹,

Zhao²

2023

Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022)

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In order to solve the problems of large search space and low search efficiency in computer software defect automatic repair technology, a research method of computer software defect management and automatic repair technology was proposed. This paper points out the limitations and challenges of the current computer automatic repair technology by briefly describing the research on computer software defect management and computer automatic repair technology, analyzes three search spaces for automatic defect repair, and designs and implements the prototype tool GPSRepair in the existing technology. The experimental results on the Defects4j defect dataset show that GPSRepair has higher repair efficiency and accuracy than existing repair methods.

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Section: Based On Heuristic Searchmentioning

confidence: 99%