  This document investigates the integration of adaptive distinguishing
sequences into the process of active automata learning (AAL). A novel AAL
algorithm "ADT" (adaptive discrimination tree) is developed and presented.
Since the submission of the original thesis, the presented algorithm has been
integrated into LearnLib - an open-source library for active automata learning
- and has been successfully used in related fields of research.
