Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
A compiling genetic programming system that directly manipulates the machine code
Advances in genetic programming
Evolving recursive functions for the even-parity problem using genetic programming
Advances in genetic programming
Evolving Multi-line Compilable C Programs
Proceedings of the Second European Workshop on Genetic Programming
Linear Genetic Programming (Genetic and Evolutionary Computation)
Linear Genetic Programming (Genetic and Evolutionary Computation)
Learning recursive programs with cooperative coevolution of genetic code mapping and genotype
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Strongly typed genetic programming
Evolutionary Computation
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Automatically finding patches using genetic programming
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
Self modifying cartesian genetic programming: parity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Confidence intervals for computational effort comparisons
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
A Field Guide to Genetic Programming
A Field Guide to Genetic Programming
Learning recursive functions with object oriented genetic programming
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
An attribute grammar decoder for the 01 multiconstrained knapsack problem
EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Positional effect of crossover and mutation in grammatical evolution
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
Christiansen Grammar Evolution: Grammatical Evolution With Semantics
IEEE Transactions on Evolutionary Computation
EpochX: genetic programming in java with statistics and event monitoring
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Event-based graphical monitoring in the EpochX genetic programming framework
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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We present a set of extensions to Montana's popular Strongly Typed Genetic Programming system that introduce constraints on the structure of program trees. It is demonstrated that these constraints can be used to evolve programs with a naturally imperative structure, using common high-level imperative language constructs such as loops. A set of three problems including factorial and the general even-n-parity problem are used to test the system. Experimental results are presented which show success rates and required computational effort that compare favourably against other systems on these problems, while providing support for this imperative structure.