The yard assignment in automobile terminals plays an essential role for the entire planning process. Due to short planning cycles and volatile planning information, the yard assignment determines the planning performance. This article analyses the effects and interdependencies of yard assignment planning. On this basis, this paper presents an approach for deriving and evaluating autonomous control methods for a dynamic the yard assignment planning to improve the terminal’s overall performance.