Research on Optimizing Software Test Data by Applying Adaptive Differential Evolution Algorithm

With the continuous development of computer technology, the scale and complexity of software systems are increasing, and the importance of software testing has become increasingly prominent. Traditional software testing methods are often unable to meet the needs of modern software systems, so finding a more efficient and reliable testing method has become a hot issue in the industry. Adaptive Differential Evolution (ADE) is an excellent optimization algorithm, and its application in software testing is of great significance. This paper will discuss the function and enlightenment of adaptive differential evolution algorithm in software testing and its influence on the field of software testing.