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Refactoring is a process of applying behavior-preserving transformations to improve the design, readability, structure, performance, abstraction, and maintainability of existing code. This paper presents an approach to GA-driven refactoring for Java programs to automatically judge the qualities of programs based on design patterns. If a program is judged to be bad, this GA-driven refactoring method will further recommend that the program should be transformed using an appropriate design pattern.doi:10.5923/j.se.20120202.03 fatcat:ufip7j3uwncjnmkcnnkaeicfj4