Abstract: Traditionally, planning problems are cast in terms of imperative constraints that are either wholly satisfied or wholly violated. In this paper, why classical planning can not capture the full subtlety of many real problems is argued. A new flexible plann

Key words: AI, Intelligent planning, Flexible planning, State heuristic search