- author = "Stefan Bleuler and Martin Brack and Lothar Thiele and Eckart Zitzler",
- title = "Multiobjective Genetic Programming: Reducing Bloat Using SPEA2",
- booktitle = "Proceedings of the 2001 Congress on Evolutionary Computation CEC2001",
- year = "2001",
- pages = "536--543",
- address = "COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea",
- publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
- month = "27-30 " # may,
- organisation = "IEEE Neural Network Council (NNC), Evolutionary Programming Society (EPS), Institution of Electrical Engineers (IEE)",
- publisher = "IEEE Press",
- keywords = "genetic algorithms, genetic programming, SPEA, SPEA2, Pareto, external set, bloating, compact programs, convergence speed, even-parity problem, multiobjective evolutionary technique, multiobjective genetic programming, program functionality, convergence, programming theory",
- ISBN = "0-7803-6658-1",
-
URL = "
ftp://ftp.tik.ee.ethz.ch/pub/people/zitzler/BBTZ2001b.ps.gz",
-
URL = "
http://citeseer.ist.psu.edu/443099.html",
-
DOI = "
doi:10.1109/CEC.2001.934438",
- size = "8 pages",
- abstract = "This study investigates the use of multiobjective techniques in Genetic Programming (GP) in order to evolve compact programs and to reduce the effects caused by bloating. The proposed approach considers the program size as a second, independent objective besides the program functionality. In combination with a recent multiobjective evolutionary technique, SPEA2, this method outperforms four other strategies to reduce bloat with regard to both convergence speed and size of the produced programs on a even-parity problem.",
-
notes = "CEC-2001 - A joint meeting of the IEEE, Evolutionary
Programming Society, Galesia, and the IEE.
IEEE Catalog Number = 01TH8546C,
Library of Congress Number =
Solutions to even-9 parity.",
