GP and Bloat: Absorbing boundaries and spatial structures

Created by W.Langdon from gp-bibliography.bib Revision:1.8612

@InProceedings{Whigham:2006:ASPGP,

• title = "GP and Bloat: Absorbing boundaries and spatial structures",
• author = "Peter A. Whigham and G. Dick",
• 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 = "1--12",
• ISSN = "18590209",
• address = "Military Technical Academy, Hanoi, VietNam",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://gpbib.cs.ucl.ac.uk/aspgp06/Whigham_bloat.pdf",
• size = "12 pages",
• abstract = "examines the behaviour of bloat for GP tree structures using three different topologies: a panmictic, ring and star structure. Initially genetic drift is examined and the results showing the influence of a lower absorbing boundary are examined for each space. A simple selection model is then applied and analysed for bloat. A conjecture regarding the influence of inbreeding, due to spatial structure, is presented as one mechanism for bloat reduction. The paper shows that spatially-structured GP results in a tradeoff between convergence, diversity and the size of individuals.",
• notes = "broken march 2020 http://www.aspgp.org",

}

Genetic Programming entries for Peter Alexander Whigham Grant Dick

Citations