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 programming using a minimum description length principle
Advances in genetic programming
Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations
Proceedings of the European Conference on Genetic Programming
Deriving Genetic Programming Fitness Properties by Static Analysis
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Probabilistic incremental program evolution
Evolutionary Computation
Interval-valued GA-P algorithms
IEEE Transactions on Evolutionary Computation
Regularization approach to inductive genetic programming
IEEE Transactions on Evolutionary Computation
Genetic Programming and Evolvable Machines
Determining equations for vegetation induced resistance using genetic programming
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Constant generation for the financial domain using grammatical evolution
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Genetic programming for human oral bioavailability of drugs
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Heterogeneous cooperative coevolution: strategies of integration between GP and GA
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Constant creation in grammatical evolution
International Journal of Innovative Computing and Applications
Using differential evolution for symbolic regression and numerical constant creation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
VoIP speech quality estimation in a mixed context with genetic programming
Proceedings of the 10th annual conference on Genetic and evolutionary computation
On Improving Generalisation in Genetic Programming
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Genetic Programming Crossover: Does It Cross over?
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Variable size population for dynamic optimization with genetic programming
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Genetic programming for QSAR investigation of docking energy
Applied Soft Computing
IEEE Transactions on Evolutionary Computation
Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset
Computers and Operations Research
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Genetic programming with fitness based on model checking
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Empirical modeling for colorimetric characterization of digital cameras
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
On the importance of data balancing for symbolic regression
IEEE Transactions on Evolutionary Computation
Measuring bloat, overfitting and functional complexity in genetic programming
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Abstract functions and lifetime learning in genetic programming for symbolic regression
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Robust symbolic regression with affine arithmetic
Proceedings of the 12th annual conference on Genetic and evolutionary computation
PID step response using genetic programming
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Semantically-based crossover in genetic programming: application to real-valued symbolic regression
Genetic Programming and Evolvable Machines
Examining the landscape of semantic similarity based mutation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Tarpeian bloat control and generalization accuracy
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
Genetic Programming and Evolvable Machines
Improving the generalisation ability of genetic programming with semantic similarity based crossover
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
Application of symbolic regression on blast furnace and temper mill datasets
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Evolving interpolating models of net ecosystem CO2 exchange using grammatical evolution
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
Artificial bee colony programming for symbolic regression
Information Sciences: an International Journal
Genetic programming needs better benchmarks
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A new framework for scalable genetic programming
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Parse-matrix evolution for symbolic regression
Engineering Applications of Artificial Intelligence
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
Where should we stop? an investigation on early stopping for GP learning
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Better GP benchmarks: community survey results and proposals
Genetic Programming and Evolvable Machines
On the roles of semantic locality of crossover in genetic programming
Information Sciences: an International Journal
Prioritized grammar enumeration: symbolic regression by dynamic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Running programs backwards: instruction inversion for effective search in semantic spaces
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Learning regression ensembles with genetic programming at scale
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Estimating MLC NAND flash endurance: a genetic programming based symbolic regression application
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An interpolation based crossover operator for genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Effects of constant optimization by nonlinear least squares minimization in symbolic regression
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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The use of protected operators and squared error measures are standard approaches in symbolic regression. It will be shown that two relatively minor modifications of a symbolic regression system can result in greatly improved predictive performance and reliability of the induced expressions. To achieve this, interval arithmetic and linear scaling are used. An experimental section demonstrates the improvements on 15 symbolic regression problems.