It is extremely difficult to solve this search problem because the final result of evaluation given by the given score function is not available until it finishes, and we therefore need to try all combinations of textual units.
the score function, which denotes some criterion for the quality of a summary, tends to be determined so that the function can be decomposed to components and it is solved with global inference algorithms, such as ILP.