Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
Genotype-Phenotype-Mapping and Neutral Variation - A Case Study in Genetic Programming
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Evolving Multi-line Compilable C Programs
Proceedings of the Second European Workshop on Genetic Programming
An Adaptive Mapping for Developmental Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Gene Expression and Fast Construction of Distributed Evolutionary Representation
Evolutionary Computation
An empirical investigation of how and why neutrality affects evolutionary search
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Introducing probabilistic adaptive mapping developmental genetic programming with redundant mappings
Genetic Programming and Evolvable Machines
Learning recursive programs with cooperative coevolution of genetic code mapping and genotype
Proceedings of the 9th annual conference on Genetic and evolutionary computation
An improved representation for evolving programs
Genetic Programming and Evolvable Machines
Shape grammars and grammatical evolution for evolutionary design
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
IEEE Transactions on Evolutionary Computation
Structural emergence with order independent representations
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
A case for codons in evolutionary algorithms
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Using genetic programming and high level synthesis to design optimized datapath
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
Grammar-based Genetic Programming: a survey
Genetic Programming and Evolvable Machines
Genotype-phenotype mapping in dynamic environments with grammatical evolution
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Investigation of the performance of different mapping orders for GE on the max problem
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
The importance of neutral mutations in GP
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
On the locality of grammatical evolution
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
Zero is not a four letter word: studies in the evolution of language
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
An analysis of genotype-phenotype maps in grammatical evolution
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
Natural Computing: an international journal
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In common genetic programming approaches, the space of genotypes, that is the search space, is identical to the space of phenotypes, that is the solution space. Facts and theories from molecular biology suggest the introduction of non-identical genospaces and phenospaces, and a generic genotype-phenotype mapping which maps unconstrained genotypes into syntactically correct phenotypes. Neutral variants come into effect due to this mapping. They enhance genetic diversity and allow for escaping local optima in phenospace via high-dimensional saddle surfaces in genospace. We propose a concrete mapping that maps linear binary genotypes into linear phenotypes of an arbitrary context-free programming language. Empirical results are presented which show that the mapping improves the performance of GP under mutation and reproduction.