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» Iterative Filter Generation Using Genetic Programming
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GECCO
2005
Springer
151views Optimization» more  GECCO 2005»
14 years 2 months ago
Backward-chaining genetic programming
Tournament selection is the most frequently used form of selection in genetic programming (GP). Tournament selection chooses individuals uniformly at random from the population. A...
Riccardo Poli, William B. Langdon
CONSTRAINTS
2010
110views more  CONSTRAINTS 2010»
13 years 6 months ago
Solving subgraph isomorphism problems with constraint programming
The subgraph isomorphism problem consists in deciding if there exists a copy of a pattern graph in a target graph. We introduce in this paper a global constraint and an associated ...
Stéphane Zampelli, Yves Deville, Christine ...
GECCO
2008
Springer
133views Optimization» more  GECCO 2008»
13 years 10 months ago
Automatic generation of XSLT stylesheets using evolutionary algorithms
This paper introduces a procedure based on genetic programming to evolve XSLT programs (usually called stylesheets or logicsheets). XSLT is a general purpose, document-oriented fu...
Pablo García-Sánchez, Juan Juli&aacu...
FATES
2003
Springer
14 years 2 months ago
Mutually Enhancing Test Generation and Specification Inference
Generating effective tests and inferring likely program specifications are both difficult and costly problems. We propose an approach in which we can mutually enhance the tests and...
Tao Xie, David Notkin
GECCO
2007
Springer
283views Optimization» more  GECCO 2007»
14 years 3 months ago
Evolving Lucene search queries for text classification
We describe a method for generating accurate, compact, human understandable text classifiers. Text datasets are indexed using Apache Lucene and Genetic Programs are used to constr...
Laurence Hirsch, Robin Hirsch, Masoud Saeedi