Title :
Grammar inference algorithms and applications in software engineering
Author :
Marjan Mernik;Dejan Hrn?i?;Barrett R. Bryant;Alan P. Sprague;Jeff Gray;Qichao Liu;Faizan Javed
Author_Institution :
Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia
Abstract :
Many problems exist whose solutions take the form of patterns that may be expressed using grammars (e.g., speech recognition, text processing, genetic sequencing). Construction of these grammars is usually carried out by computer scientists working with domain experts. In the case when there is a lack of domain experts, grammar inference can be applied. In this paper, two grammar inference algorithms are briefly described and their application to software engineering is presented.
Keywords :
"Software algorithms","Inference algorithms","Application software","Software engineering","DSL","Learning automata","Merging","Evolutionary computation","Genetic programming","Machine learning algorithms"
Conference_Titel :
Information, Communication and Automation Technologies, 2009. ICAT 2009. XXII International Symposium on
Print_ISBN :
978-1-4244-4220-1
DOI :
10.1109/ICAT.2009.5348441