The police _______ for the thief for a long time, but they have not yet succeeded in locating him.

Explanation

The correct answer is 'Have been searching' because it indicates an ongoing action that started in the past and continues to the present. The plural subject 'police' requires the plural form 'have', and the present perfect continuous tense is appropriate here to show the duration of the action.