Where Should We Stop? An Investigation on Early Stopping for GP Learning

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Nguyen:2012:SEALth,

• author = "Thi Hien Nguyen and Xuan Hoai Nguyen and Bob McKay and Quang Uy Nguyen",
• title = "Where Should We Stop? An Investigation on Early Stopping for GP Learning",
• booktitle = "The Ninth International Conference on Simulated Evolution And Learning, SEAL 2012",
• year = "2012",
• editor = "Lam Thu Bui and Yew-Soon Ong and Nguyen Xuan Hoai and Hisao Ishibuchi and Ponnuthurai Nagaratnam Suganthan",
• volume = "7673",
• series = "Lecture Notes in Computer Science",
• pages = "391--399",
• address = "Vietnam",
• month = dec # " 16-19",
• organisation = "Faculty of Information Technology, Le Quy Don Technical University",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-642-34858-7",
• DOI = "doi:10.1007/978-3-642-34859-4_39",
• size = "9 pages",
• abstract = "We investigate the impact of early stopping on the speed and accuracy of Genetic Programming (GP) learning from noisy data. Early stopping, using a popular stopping criterion, maintains the generalisation capacity of GP while significantly reducing its training time.",

}

Genetic Programming entries for Nguyen Thi Hien Nguyen Xuan Hoai R I (Bob) McKay Quang Uy Nguyen

Citations