Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Ripple Crossover in Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
IEEE Transactions on Evolutionary Computation
Investigation on artificial ant using analytic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Investigation on evolutionary synthesis of movement commands
Modelling and Simulation in Engineering
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
On the avoidance of fruitless wraps in grammatical evolution
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Artificial immune system programming for symbolic regression
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Sensible initialisation in chorus
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Grammar-based Genetic Programming: a survey
Genetic Programming and Evolvable Machines
Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression
Computers & Mathematics with Applications
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We present an investigation into the performance of Grammatical Evolution using a number of different search strategies, Simulated Annealing, Hill Climbing, Random Search and Genetic Algorithms. Comparative results on three different problems are examined. We analyse the nature of the search spaces presented by these problems and offer an explanation for the contrasting performance of each of the search strategies. Our results show that Genetic Algorithms provide a consistent level of performance across all three problems successfully coping with sensitivity of the system to discrete changes in the selection of productions from the associated grammar.