Study of Case Adaptation Techniques in Case-based Reasoning
Chunguang Chang · Acta Simulata Systematica Sinica · 2004
The purpose of this paper is to improve the validity of case adaptation in case-based reasoning. The main case adaptation approaches in case-based reasoning were summarized. Taking the rough set theory as start, the applicable qualifications of main case adaptation types were proposed and proved. On the basis of that, the case adaptation algorithms were designed, and a general framework of case adaptation was proposed. Finally, the adaptation technique was taken into application, and the instances of dynamic scheduling problem in iron and steel production was solved. The simulation result validates that the technique is valid and flexible in solving complex case adaptation problems.