Evolution design of buildable objects with blind builder: an empirical study

Created by W.Langdon from gp-bibliography.bib Revision:1.7650

@InProceedings{Devert:2006:ASPGP,

• title = "Evolution design of buildable objects with blind builder: an empirical study",
• author = "Alexandre Devert and Nicolas Bredeche and Marc Schoenauer",
• booktitle = "Proceedings of the Third Asian-Pacific workshop on Genetic Programming",
• year = "2006",
• editor = "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
• pages = "98--109",
• ISSN = "18590209",
• address = "Military Technical Academy, Hanoi, VietNam",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://gpbib.cs.ucl.ac.uk/aspgp06/devert-bredeche-schoenauer-ASPGP2006.pdf",
• size = "12 pages",
• abstract = "In a previous paper, we presented BlindBuilder, a new representation formalism for Evolutionary Design based on construction plans. As for other indirect encoding approaches in the literature, BlindBuilder makes it possible to easily represent possible solutions but makes it difficult to perform structural optimisation. While satisfying results are provided, it becomes more and more difficult to build larger structures during the course of evolution. This is due to the high disruptive rate of variation operators as construction plans grow. In this paper, we provide an analysis of such a problem and propose new construction operators to avoid this. Then, we perform extensive experiments so as to identify the key parameters and discuss the advantages, limitations and possible perspectives of the indirect encoding approach.",
• notes = "broken march 2020 http://www.aspgp.org",

}

Genetic Programming entries for Alexandre Devert Nicolas Bredeche Marc Schoenauer

Citations