Paper Info
Title
XML-based genetic programming framework: design philosophy, implementation, and applications
Abstract
We present the design philosophy, implementation, and various applications of an XML-based genetic programming (GP) framework (XGP). The key feature of XGP is the distinct representation of genetic programs as DOM parsing trees featuring corresponding flat XML text. XGP contributes to the achievements of: (i) fast prototyping of GP by using the standard built-in API of DOM parsers for manipulating the genetic programs, (ii) human readability and modifiability of the genetic representations, (iii) generic support for the representation of the grammar of a strongly typed GP using W3C-standardized XML schema; (iv) inherent inter-machine migratability of the text-based genetic representation (i.e., the XML text) in the distributed implementations of GP.
Year
DOI
Venue
2010
10.1007/s10015-010-0857-9
Artificial Life and Robotics
Keywords
DocType
Volume
genetic program,dom parsers,dom parsing tree,w3c-standardized xml schema,corresponding flat xml text,text-based genetic representation,xml-based genetic programming framework,xml-based genetic programming,genetic representation,design philosophy,distinct representation,xml text,Genetic programming,Strongly typed genetic programming,Genetic representation,XML,DOM
Journal
15
Issue
ISSN
Citations 
4
1433-5298
10
PageRank 
References 
Authors
1.72
2
2
Name
Order
Citations
PageRank
Ivan Tanev127846.51
Katsunori Shimohara2327106.53