Determinization and minimization of finite acyclic automata by incremental techniques

Abstract

The determinization of a nondeterministic finite automaton FA N is the process of generating a deterministic FA DFA D equivalent to sharing the same regular language of N. The minimization of D is the process of generating the minimal DFA i¾? equivalent to D. Classical algorithms for determinization and minimization are available in the literature for several decades. However, they operate monolithically, assuming that the FA to be either determinized or minimized is given once and for all. By contrast, we consider determinization and minimization in a dynamic context, where N augments over time: after each augmentation, determinization and minimization of N into i¾? is required. Using classical monolithic algorithms to solve this problem is bound to poor performance. An algorithm for incremental determinization and minimization of acyclic finite automata, called IDMA, is proposed. Despite being conceived within the narrow domain of model-based diagnosis and monitoring of active systems, the algorithm is general-purpose in nature. Experimental evidence indicates that IDMA is far more efficient than classical algorithms in solving incremental determinization and minimization problems. Copyright © 2015 John Wiley & Sons, Ltd.