| Name : R-xegaSelectGene
| |
| Version : 1.0.0.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.4
| Date : 2024-06-14 10:58:58
|
| Group : Development/Libraries/Other
| Source RPM : R-xegaSelectGene-1.0.0.0-lp153.1.4.src.rpm
|
| Size : 0.25 MB
| |
| Packager : (none)
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| Summary : Selection of Genes and Gene Representation Independent Functions
|
Description :
This collection of gene representation-independent mechanisms for
evolutionary and genetic algorithms contains four groups of functions:
First, functions for selecting a gene in a population of genes
according to its fitness value and for adaptive scaling of the fitness
values as well as for performance optimization and measurement offer
several variants for implementing the survival of the fittest. Second,
evaluation functions for deterministic functions avoid recomputation.
Evaluation of stochastic functions incrementally improve the estimation
of the mean and variance of fitness values at almost no additional
cost. Evaluation functions for gene repair handle error-correcting
decoders. Third, timing and counting functions for profiling the
algorithm pipeline are provided to assess bottlenecks in the
algorithms. Fourth, a small collection of problem environments for
function optimization, combinatorial optimization, and grammar-based
genetic programming and grammatical evolution is provided for tutorial
examples. The methods in the package are described by the following
references: Baker, James E. (1987, ISBN:978-08058-0158-8), De Jong,
Kenneth A. (1975) < https://deepblue.lib.umich.edu/handle/2027.42/4507>,
Geyer-Schulz, Andreas (1997, ISBN:978-3-7908-0830-X), Grefenstette,
John J. (1987, ISBN:978-08058-0158-8), Grefenstette, John J. and Baker,
James E. (1989, ISBN:1-55860-066-3), Holland, John (1975,
ISBN:0-472-08460-7), Lau, H. T. (1986) < doi:10.1007/978-3-642-61649-5>,
Price, Kenneth V., Storn, Rainer M. and Lampinen, Jouni A. (2005)
< doi:10.1007/3-540-31306-0>, Reynolds, J. C. (1993)
< doi:10.1007/BF01019459>, Schaffer, J. David (1989,
ISBN:1-55860-066-3), Wenstop, Fred (1980)
< doi:10.1016/0165-0114(80)90031-7>, Whitley, Darrell (1989,
ISBN:1-55860-066-3), Wickham, Hadley (2019, ISBN:978-815384571).
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
