- author = "Gabriel A. Archanjo and Fernando J. {Von Zuben}",
- title = "Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems",
- journal = "Advances in Software Engineering",
- year = "2012",
- pages = "Article ID 893701",
- publisher = "Hindawi Publishing Corporation",
- keywords = "genetic algorithms, genetic programming, genetic improvement, SBSE, SQL",
- ISSN = "16878655",
-
URL = "
http://www.hindawi.com/journals/ase/2012/893701/",
- broken = "http://www.doaj.org/doaj?func=openurl\&genre=article\&issn=16878655\&date=2012\&volume=2012\&issue=\&spage=",
-
DOI = "
doi:10.1155/2012/893701",
- size = "14 pages",
- abstract = "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.",
- notes = "Article ID 893701",
- bibsource = "OAI-PMH server at www.doaj.org",
- language = "eng",
- oai = "oai:doaj-articles:1999bf5251ee08492e4a5bfbdfe2af9a",
- source = "Advances in Software Engineering",
-
notes = "library books. agile software development, model view
controller MVC, in memory, rollback, weakly typed but
STGP, elitist. Fitness based on internal state of
database rather than results of queries. 14 tables.
pop=1000? Is function set complete?
'toward automatic relevant and basic stages of [information technology] IT system development'.
Laboratory of Bioinformatics and Bioinspired Computing, School of Electrical and Computer Engineering, University of Campinas (Unicamp), 13083-970 Campinas, SP, Brazil",
