sgXReplicationFactory

Factory for configuring a gene-dependent Replication function.

Implementation of a scalable, highly configurable, and
e(x)tended architecture for (e)volutionary and (g)enetic (a)lgorithms.
Multiple representations (binary, real-coded, permutation, and
derivation-tree), a rich collection of genetic operators,
as well as an extended processing pipeline are provided
for genetic algorithms (Goldberg, D. E. (1989, ISBN:0-201-15767-5)),
differential evolution (Price, Kenneth V., Storn, Rainer M. and Lampinen, Jouni A. (2005)
<doi:10.1007/3-540-31306-0>), simulated annealing (Aarts, E., and Korst, J.
(1989, ISBN:0-471-92146-7)), grammar-based genetic programming
(Geyer-Schulz (1997, ISBN:978-3-7908-0830-X)), grammatical evolution
(Ryan, C., O'Neill, M., and Collins, J. J. (2018) <doi:10.1007/978-3-319-78717-6>),
and grammatical differential evolution (O'Neill, M. and Brabazon, A. (2006) in
Arabinia, H. (2006, ISBN:978-193-241596-3).
All algorithms reuse basic adaptive mechanisms for performance optimization.
For 'xega''s architecture, see Geyer-Schulz, A. (2025) <doi:10.5445/IR/1000187255>.
Sequential or parallel execution (on multi-core machines,
local clusters, and high-performance computing environments)
is available for all algorithms. See
<https://github.com/ageyerschulz/xega/tree/main/examples/executionModel>.

Andreas Geyer-Schulz

xega

Extended Evolutionary and Genetic Algorithms

sgXReplicationFactory function

<dl><dt>algorithm</dt>
<dd>Algorithm. 
Available: "sga", "sgde", "sgperm", "sge", "sgede", sgp". 
Default: "sga".</dd>
<dt>method</dt>
<dd>Method. 
Options are package-dependent:<ul>
<li>"sga", "sgperm", "sge", sgp": 
 "Kid1", "KidPipeline", "Kid2".</li>
<li>"sgde", "sgede": 
 "DE", "DEPipeline".</li>
</ul></dd></dl>

Arguments

Factory for configuring a gene-dependent Replication function. — sgXReplicationFactory

<dl>

<dt>algorithm</dt>
<dd>Algorithm. 
Available: "sga", "sgde", "sgperm", "sge", "sgede", sgp". 
Default: "sga".</dd>


<dt>method</dt>
<dd>Method. 
Options are package-dependent:<ul>
<li>"sga", "sgperm", "sge", sgp": 
 "Kid1", "KidPipeline", "Kid2".</li>
<li>"sgde", "sgede": 
 "DE", "DEPipeline".</li>
</ul></dd>

</dl>

sgXReplicationFactory: Factory for configuring a gene-dependent Replication function.

Description

Usage

Value

Arguments

See Also

Examples