Can Computers Debug Programs?

Title: Can Computers Debug Programs?

Research Question: Can automated systems help in debugging computer programs effectively?

Methodology: The study investigates the capabilities and limitations of automated debugging techniques. It compares the performance of these techniques with traditional manual debugging methods. The research also explores the potential of integrating machine learning and artificial intelligence in debugging processes.

Results: The research found that automated debugging techniques can significantly reduce the time and effort required for debugging. However, they are not yet as effective as human debuggers in complex and unpredictable scenarios. The integration of machine learning and artificial intelligence has shown promising results in improving the accuracy and efficiency of automated debugging.

Implications: The study suggests that automated debugging can be a valuable tool in the field of software development. However, further research is needed to enhance the performance of these systems, especially in handling complex bugs and unpredictable program behaviors. The integration of machine learning and artificial intelligence can potentially lead to significant advancements in automated debugging.

Link to Article: https://arxiv.org/abs/0309047v1 Authors: arXiv ID: 0309047v1