The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming Using Sparse Data Sets

Bayesian Methods for Efficient Genetic Programming

Genetic Programming and Evolvable Machines

Theory of genetic algorithms II: models for genetic operators over the string-tensor representation of populations and convergence to global optima for arbitrary fitness function under scaling

Theoretical Computer Science

Rapid prediction of optimum population size in genetic programming using a novel genotype -: fitness correlation

Proceedings of the 10th annual conference on Genetic and evolutionary computation

The Generalisation Ability of a Selection Architecture for Genetic Programming

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

Using crossover based similarity measure to improve genetic programming generalization ability

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Robustness of multiple objective GP stock-picking in unstable financial markets: real-world applications track

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Efficiently evolving programs through the search for novelty

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Theoretical results in genetic programming: the next ten years?

Genetic Programming and Evolvable Machines

Open issues in genetic programming

Genetic Programming and Evolvable Machines

A quantitative study of learning and generalization in genetic programming

EuroGP'11 Proceedings of the 14th European conference on Genetic programming

Diversity control in GP with ADF for regression tasks

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Improving the generalisation ability of genetic programming with semantic similarity based crossover

EuroGP'10 Proceedings of the 13th European conference on Genetic Programming

Random sampling technique for overfitting control in genetic programming

EuroGP'12 Proceedings of the 15th European conference on Genetic Programming

Learning Classification Programs: The Genetic Algorithm Approach

Fundamenta Informaticae

Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis

Information Sciences: an International Journal

Controlling overfitting in symbolic regression based on a bias/variance error decomposition

PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I

Accelerating convergence in cartesian genetic programming by using a new genetic operator

Proceedings of the 15th annual conference on Genetic and evolutionary computation