Inductive Synthesis of Cover-Grammars with the Help of Ant Colony Optimization

Wojciech Wieczorek

doi:10.1515/fcds-2016-0016

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Inductive Synthesis of Cover-Grammars with the Help of Ant Colony Optimization

Foundations of Computing and Decision Sciences

Volume 41 (2016): Issue 4 (November 2016)

By: Wojciech Wieczorek

Open Access

|Dec 2016

Abstract

A cover-grammar of a finite language is a context-free grammar that accepts all words in the language and possibly other words that are longer than any word in the language. In this paper, we describe an efficient algorithm aided by Ant Colony System that, for a given finite language, synthesizes (constructs) a small cover-grammar of the language. We also check its ability to solve a grammatical inference task through the series of experiments.

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Articles in this issue

DOI: https://doi.org/10.1515/fcds-2016-0016 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356

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Language: English

Page range: 297 - 315

Submitted on: Apr 21, 2016

Accepted on: Sep 22, 2016

Published on: Dec 13, 2016

Published by: Poznan University of Technology

In partnership with: Paradigm Publishing Services

Publication frequency: 4 issues per year

Keywords:

context-free cover-grammar (CFCG),

grammatical inference,

Ant Colony Optimization (ACO),

cliques

Related subjects:

Computer sciences,

Artificial intelligence,

Software development

© 2016 Wojciech Wieczorek, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 41 (2016): Issue 4 (November 2016)