Genetic Programming for Proactive Aggregation Protocols

Created by W.Langdon from gp-bibliography.bib Revision:1.7831

@InProceedings{WGB2007DGPFb,

• author = "Thomas Weise and Kurt Geihs and Philipp Andreas Baer",
• title = "Genetic Programming for Proactive Aggregation Protocols",
• pages = "167--173",
• year = "2007",
• type = "Conference Paper",
• affiliation = "University of Kassel, FB-16, Distributed Systems Group, Wilhelmsh{\"o}her Allee 73, 34121 Kassel, Germany",
• copyright = "restricted",
• abstract = "We present an approach for automated generation of proactive aggregation protocols using Genetic Programming. First a short introduction into aggregation and proactive protocols is given. We then show how proactive aggregation protocols can be specified abstractly. To be able to use Genetic Programming to derive such protocol specifications, we describe a simulation based fitness assignment method. We have applied our approach successfully to the derivation of aggregation protocols. Experimental results are presented that were obtained using our own Distributed Genetic Programming Framework. The results are very encouraging and demonstrate clearly the utility of our approach.",
• contents = "We present an approach for automated generation of proactive aggregation protocols using Genetic Programming. First a short introduction into aggregation and proactive protocols is given. We then show how proactive aggregation protocols can be specified abstractly. To be able to use Genetic Programming to derive such protocol specifications, we describe a simulation based fitness assignment method. We have applied our approach successfully to the derivation of aggregation protocols. Experimental results are presented that were obtained using our own Distributed Genetic Programming Framework. The results are very encouraging and demonstrate clearly the utility of our approach.",
• keywords = "genetic algorithms, genetic programming, Proactive Aggregation Protocols, Aggregation, Sensor Networks, DGPF, Symbolic Regression",
• language = "en",
• booktitle = "Proceedings of Adaptive and Natural Computing Algorithms, 8th International Conference, ICANNGA 2007, Part I",
• address = "Warsaw University of Technology, Warsaw, Poland",
• month = apr # "~11-14,",
• editor = "Bart{\l}omiej Beliczy{\'n}ski and Andrzej Dzieli{\'n}ski and Marcin Iwanowski and Bernardete Ribeiro",
• publisher = "Springer Berlin Heidelberg New York",
• series = "Lecture Notes in Computer Science",
• volume = "4431",
• DOI = "doi:10.1007/978-3-540-71618-1",
• ISSN = "0302-9743",
• isbn13 = "978-3-540-71589-4",
• URL = "http://www.it-weise.de/documents/files/WGB2007DGPFb.pdf",
• DOI = "doi:10.1007/978-3-540-71618-1_19",
• notes = "ICANNGA 2007 see http://icannga07.ee.pw.edu.pl/",

}

Genetic Programming entries for Thomas Weise Kurt Geihs Philipp Andreas Baer

Citations