TY - JOUR
T1 - Open BEAGLE
T2 - A generic framework for evolutionary computations
AU - Batenkov, Dmitry
PY - 2011/9
Y1 - 2011/9
N2 - Open BEAGLE is a fully extensible generic framework which should in principle support any kind of evolutionary computation. It also supports strongly-typed GP, Automatically Defined Functions and ephemeral random constants. The object oriented design enables one to add new components and to change the existing ones. One important version 4 change is to Open BEAGLE's high-level architecture. While this change simplifies the whole implementation, it requires users of earlier versions to invest some time in order to adapt to it. Open BEAGLE is a mature, feature-rich, well-supported framework. Obviously a lot of thought and programming effort went into its design and implementation. Out of the box, Open BEAGLE provides support for several flavors of genetic algorithms, bit-string, integer-valued vector, real-valued vector, as well as evolutionary strategies, including CMA-ES, tree-based genetic programming, co-evolution and multi-objective optimization.
AB - Open BEAGLE is a fully extensible generic framework which should in principle support any kind of evolutionary computation. It also supports strongly-typed GP, Automatically Defined Functions and ephemeral random constants. The object oriented design enables one to add new components and to change the existing ones. One important version 4 change is to Open BEAGLE's high-level architecture. While this change simplifies the whole implementation, it requires users of earlier versions to invest some time in order to adapt to it. Open BEAGLE is a mature, feature-rich, well-supported framework. Obviously a lot of thought and programming effort went into its design and implementation. Out of the box, Open BEAGLE provides support for several flavors of genetic algorithms, bit-string, integer-valued vector, real-valued vector, as well as evolutionary strategies, including CMA-ES, tree-based genetic programming, co-evolution and multi-objective optimization.
UR - http://www.scopus.com/inward/record.url?scp=80055076445&partnerID=8YFLogxK
U2 - 10.1007/s10710-011-9135-4
DO - 10.1007/s10710-011-9135-4
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AN - SCOPUS:80055076445
SN - 1389-2576
VL - 12
SP - 329
EP - 331
JO - Genetic Programming and Evolvable Machines
JF - Genetic Programming and Evolvable Machines
IS - 3
ER -