%0 Journal Article %T GA-driven Automatic Refactoring based on Design Patterns %J Software Engineering %@ 2162-8408 %D 2012 %I %R 10.5923/j.se.20120202.03 %X 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. %K Design Patterns %K Discriminant Analysis %K Genetic Algorithm %K Refactoring %K Syntax Analysis %U http://article.sapub.org/10.5923.j.se.20120202.03.html