Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems
Joint Authors
Von Zuben, Fernando J.
Archanjo, Gabriel A.
Source
Advances in Software Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-07-04
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Information technology (IT) systems are present in almost all fields of human activity, with emphasis on processing, storage, and handling of datasets.
Automated methods to provide access to data stored in databases have been proposed mainly for tasks related to knowledge discovery and data mining (KDD).
However, for this purpose, the database is used only to query data in order to find relevant patterns associated with the records.
Processes modelled on IT systems should manipulate the records to modify the state of the system.
Linear genetic programming for databases (LGPDB) is a tool proposed here for automatic generation of programs that can query, delete, insert, and update records on databases.
The obtained results indicate that the LGPDB approach is able to generate programs for effectively modelling processes of IT systems, opening the possibility of automating relevant stages of data manipulation, and thus allowing human programmers to focus on more complex tasks.
American Psychological Association (APA)
Archanjo, Gabriel A.& Von Zuben, Fernando J.. 2012. Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems. Advances in Software Engineering،Vol. 2012, no. 2012, pp.1-14.
https://search.emarefa.net/detail/BIM-506041
Modern Language Association (MLA)
Archanjo, Gabriel A.& Von Zuben, Fernando J.. Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems. Advances in Software Engineering No. 2012 (2012), pp.1-14.
https://search.emarefa.net/detail/BIM-506041
American Medical Association (AMA)
Archanjo, Gabriel A.& Von Zuben, Fernando J.. Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems. Advances in Software Engineering. 2012. Vol. 2012, no. 2012, pp.1-14.
https://search.emarefa.net/detail/BIM-506041
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-506041