We propose a new system of DEA models incorporating uncertain future performance.

The DEA models evaluate DMUs’ performance in highly volatile operating environments.

The DEA models take past, present and future performance indicators into account.

This research integrates entropy theory with DEA models.

Uncertain future performance is shown to be an integral part of evaluation processes.