The paper presents a brief introduction to possibility of application of multicriteria approaches to performance analysis of decision making units. The Data Envelopment Analysis (DEA) is an approach of performance evaluation of decision making units by multiple input and multiple output. Solving of a multiobjective linear programming problem by the Aspiration Level Oriented Procedure (ALOP) can be used for search of the efficient frontier in DEA.