Semantic-based Subtree Crossover Applied to Dynamic Problems

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@InProceedings{Quang:2011:KSE,

• author = "Quang Uy Nguyen and Eoin Murphy and Michael O'Neill and Xuan Hoai Nguyen",
• title = "Semantic-based Subtree Crossover Applied to Dynamic Problems",
• booktitle = "The Third International Conference on Knowledge and Systems Engineering, KSE'2011",
• year = "2011",
• editor = "Tu Bao Ho and R. I. McKay and Xuan Hoai Nguyen and The Duy Bui",
• pages = "78--84",
• address = "Hanoi University",
• month = "14--16 " # oct,
• publisher = "IEEE",
• keywords = "genetic algorithms, genetic programming, dynamic problems, semantic based subtree crossover, semantic similarity, trees (mathematics)",
• DOI = "doi:10.1109/KSE.2011.20",
• abstract = "Although many real world problems are dynamic in nature, the study of Genetic Programming in dynamic environments is still immature. This paper investigates the application of some recently proposed semantic-based crossover operators on a series of dynamic problems. The operators studied include Semantic Similarity based Crossover and the Most Semantic Similarity based Crossover. The experimental results show the advantage of using semantic-based crossovers when tackling dynamic problems.",
• notes = "http://fit.hanu.edu.vn/kse2011/programme.html

  Also known as \cite{6063448}",

}

Genetic Programming entries for Quang Uy Nguyen Eoin Murphy Michael O'Neill Nguyen Xuan Hoai

Citations