Foundations of genetic programming
Foundations of genetic programming
The Simple Genetic Algorithm: Foundations and Theory
The Simple Genetic Algorithm: Foundations and Theory
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Programming and Evolvable Machines
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Schemata evolution and building blocks
Evolutionary Computation
Coarse-graining in genetic algorithms: some issues and examples
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
IEEE Transactions on Evolutionary Computation
Evolvable computing by means of evolvable components
Natural Computing: an international journal
Evolutionary Computation
Sufficient conditions for coarse-graining evolutionary dynamics
FOGA'07 Proceedings of the 9th international conference on Foundations of genetic algorithms
Abstract convex evolutionary search
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Geometry of evolutionary algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Geometry of evolutionary algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
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In this paper we show how recent theoretical developments have led to a more unified framework for understanding different branches of Evolutionary Computation (EC), as well as distinct theoretical formulations, such as the Schema theorem and the Vose model. In particular, we show how transformations of the configuration space of the model - such as coarse-grainings/projections, embeddings and coordinate transformations - link these different, disparate elements and alter the standard taxonomic classification of EC and different EC theories. As an illustration we emphasize one particular coordinate transformation between the standard string basis and the "Building Block" basis.