@Techreport{CM11tech, AUTHOR = {Stanislav Basovn{\'i}k and Franti{\v s}ek Mr{\'a}z}, TITLE = {Learning Limited Context Restarting Automata by Genetic Algorithms}, INSTITUTION = {Charles University, Faculty of Mathematics and Physics}, YEAR = {2011}, ADDRESS = {Prague}, ABSTRACT = {We propose a genetic algorithm for learning restricted variants of restarting automata from positive and negative samples. Experiments comparing the proposed genetic algorithm to algorithms RPNI and LARS on sample languages indicate that the new algorithm is able to infer a target language even from a small set of samples.}, KEYWORDS = {formal languages, genetic algorithms, restarting automata}, }