Comparison between Synchronous and Asynchronous Implementation of Parallel Genetic Programming

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

@InProceedings{AROB2000,

• author = "Shisanu Tongchim and Prabhas Chongstitvatana",
• title = "Comparison between Synchronous and Asynchronous Implementation of Parallel Genetic Programming",
• booktitle = "Proceedings of the Fifth International Symposium on Artificial Life and Robotics (AROB)",
• year = "2000",
• volume = "1",
• editor = "Masanori Sugisaka and Hirochi Tanaka",
• pages = "251--254",
• month = "26-28 " # jan,
• address = "Oita, Japan",
• organisation = "International Society for Artificial Life and Robotics (ISAROB)",
• keywords = "genetic algorithms, genetic programming",
• broken = "http://isarob.org/index.php?main_page=journal_arob05",
• URL = "http://www.cp.eng.chula.ac.th/faculty/pjw/paper/2000/arob5.pdf",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.26.5542",
• size = "4 pages",
• abstract = "An evolutionary method such as Genetic Programming (GP) can be used to solve a large number of complex problems in various application domains. However, one obvious shortcoming of GP is that it usually uses a substantial amount of processing time to arrive at a solution. In this paper, we present the parallel implementations that can reduce the processing time by using a coarse-grained model for parallelisation and an asynchronous migration. The problem chosen to examine the parallel GP is a mobile robot navigation problem. The experimental results show that superlinear speedup of GP can be achieved.",
• notes = "http://isarob.org/",

}

Genetic Programming entries for Shisanu Tongchim Prabhas Chongstitvatana

Citations