- author = "F. Fernandez and M. Tomassini",
- title = "Studying the Optimal Parameter Range of Values in PADGP by Means of Real-life Problems",
- booktitle = "Proceedings of the 2001 Congress on Evolutionary Computation CEC2001",
- year = "2001",
- pages = "436--441",
- 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, Parallel Genetic Programming, FPGA, PADGP, Parallel and Distributed Genetic Programming, optimal parameter range, simulation, distributed algorithms, parallel algorithms",
- ISBN = "0-7803-6658-1",
-
DOI = "
doi:10.1109/CEC.2001.934424",
- abstract = "We present a study on a couple of real-life problems using Parallel and Distributed Genetic Programming (PADGP). The aim is to confirm the presence of an optimal parameter range of values, which has been observed on benchmark problems. This range of values establishes a relationship between two important parameters in PADGP: the number of individuals and the total number of subpopulations we use when solving a problem. The simulations presented confirm the existence of the optimal parameter range of values which allows us to extend conclusions about the existence of this region for different classes of problems, and thus to link different PADGP and also GP parameters",
-
notes = "CEC-2001 - A joint meeting of the IEEE, Evolutionary
Programming Society, Galesia, and the IEE.
IEEE Catalog Number = 01TH8546C,
Library of Congress Number =",
