Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Smooth surface reconstruction via natural neighbour interpolation of distance functions
Proceedings of the sixteenth annual symposium on Computational geometry
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
Handbook of Neural Computation
Handbook of Neural Computation
Classifiers that approximate functions
Natural Computing: an international journal
Computational Geometry: Algorithms and Applications
Computational Geometry: Algorithms and Applications
Evolution of Voronoi based fuzzy recurrent controllers
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
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Evolutionary algorithms have been applied to function identification problems with great success. This paper presents an approach in which the individuals represent a partition of the input space in Voronoi regions together with a set of local functions associated to each one of these regions. In this way, the solution corresponds to a combination of local functions over a spatial structure topologically represented by a Voronoi diagram. Experiments show that the evolutionary algorithm can successfully evolve both the partition of the input space and the parameters of the local functions in simple problems.