Declarative and Preferential Bias in GP-based Scientific Discovery
Genetic Programming and Evolvable Machines
Automatic composition of music by means of grammatical evolution
APL '02 Proceedings of the 2002 conference on APL: array processing languages: lore, problems, and applications
Crossover in Grammatical Evolution
Genetic Programming and Evolvable Machines
Evolving Market Index Trading Rules Using Grammatical Evolution
Proceedings of the EvoWorkshops on Applications of Evolutionary Computing
Crossover in Grammatical Evolution: The Search Continues
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
Deriving Genetic Programming Fitness Properties by Static Analysis
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Grammatical Evolution Rules: The Mod and the Bucket Rule
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Genetic Algorithms Using Grammatical Evolution
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
An Investigation into the Use of Different Search Strategies with Grammatical Evolution
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Investigations into Market Index Trading Models Using Evolutionary Automatic Programming
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Ripple Crossover in Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
General schema theory for genetic programming with subtree-swapping crossover: Part II
Evolutionary Computation
Redundant representations in evolutionary computation
Evolutionary Computation
Genetic Programming and Evolvable Machines
Grammatical evolution to design fractal curves with a given dimension
IBM Journal of Research and Development
Meta-grammar constant creation with grammatical evolution by grammatical evolution
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Automatic verilog code generation through grammatical evolution
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Solving differential equations with genetic programming
Genetic Programming and Evolvable Machines
MOGE: GP classification problem decomposition using multi-objective optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A genetic programming formulation to evade proportional navigation
Proceedings of the 43rd annual Southeast regional conference - Volume 2
Regular expression generation through grammatical evolution
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Scalable estimation-of-distribution program evolution
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Graph structured program evolution
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Non-intrusive quality evaluation of VoIP using genetic programming
Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
Environmental effects on the coevolution of pursuit and evasion strategies
Genetic Programming and Evolvable Machines
Automatic generation of APL programs
ACM SIGAPL APL Quote Quad
Constant creation in grammatical evolution
International Journal of Innovative Computing and Applications
Selecting and constructing features using grammatical evolution
Pattern Recognition Letters
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A-Brain: a general system for solving data analysis problems
Journal of Experimental & Theoretical Artificial Intelligence
Genetic Programming and Evolvable Machines
GEVA: grammatical evolution in Java
ACM SIGEVOlution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Shape grammars and grammatical evolution for evolutionary design
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Grammar-Based Immune Programming for Symbolic Regression
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
Genotype representations in grammatical evolution
Applied Soft Computing
IEEE Transactions on Evolutionary Computation
CIMMACS'09 Proceedings of the 8th WSEAS International Conference on Computational intelligence, man-machine systems and cybernetics
EC theory: a unified viewpoint
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
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
How functional dependency adapts to salience hierarchy in the GAuGE system
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Analysis of a digit concatenation approach to constant creation
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Tree adjoining grammars, language bias, and genetic programming
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Artificial immune system programming for symbolic regression
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
A grammatical genetic programming approach to modularity in genetic algorithms
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Genetic programming with fitness based on model checking
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Anticipating bankruptcy reorganisation from raw financial data using grammatical evolution
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Exposing a bias toward short-length numbers in grammatical evolution
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Object-level recombination of commodity applications
Proceedings of the 12th annual conference on Genetic and evolutionary computation
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
Grammar-based Genetic Programming: a survey
Genetic Programming and Evolvable Machines
Evolving choice structures for genetic programming
Information Processing Letters
Practical performance models of algorithms in evolutionary program induction and other domains
Artificial Intelligence
Particle swarm optimization models applied to neural networks using the R language
WSEAS TRANSACTIONS on SYSTEMS
Fast grammar-based evolution using memoization
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Towards 3D modeling of interacting TM helix pairs based on classification of helix pair sequence
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Polynomial modeling for time-varying systems based on a particle swarm optimization algorithm
Information Sciences: an International Journal
Grammar-based immune programming
Natural Computing: an international journal
jGE: a Java implementation of grammatical evolution
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Evolving patches for software repair
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolving a robust trader in a cyclic double auction market
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A new approach for generating numerical constants in grammatical evolution
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
ATHENA optimization: the effect of initial parameter settings across different genetic models
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Inferring systems of ordinary differential equations via grammar-based immune programming
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
SSBSE'11 Proceedings of the Third international conference on Search based software engineering
Evolving numerical constants in grammatical evolution with the ephemeral constant method
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Computers & Mathematics with Applications
Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
EA'05 Proceedings of the 7th international conference on Artificial Evolution
On the locality of grammatical evolution
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
Comparison of neural network optimization approaches for studies of human genetics
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Bayesian automatic programming
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
Genetic transposition in tree-adjoining grammar guided genetic programming: the duplication operator
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
mGGA: the meta-grammar genetic algorithm
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
An approach of bio-inspired hybrid model for financial markets
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Positional effect of crossover and mutation in grammatical evolution
EuroGP'10 Proceedings of the 13th 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
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Constituent grammatical evolution
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Spatial co-evolution: quicker, fitter and less bloated
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Tag-based modularity in tree-based genetic programming
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Solving differential equations with Fourier series and Evolution Strategies
Applied Soft Computing
Evolving evolutionary algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
EpochX: genetic programming in java with statistics and event monitoring
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Automatic discovery of algorithms for multi-agent systems
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Parse-matrix evolution for symbolic regression
Engineering Applications of Artificial Intelligence
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
Structural difficulty in grammatical evolution versus genetic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A grammatical evolution approach for software effort estimation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
The importance of the learning conditions in hyper-heuristics
Proceedings of the 15th annual conference 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
Vector-valued function estimation by grammatical evolution for autonomous robot control
Information Sciences: an International Journal
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We present grammatical evolution, an evolutionary algorithm that can evolve complete programs in an arbitrary language using a variable-length binary string. The binary genome determines which production rules in a Backus-Naur form grammar definition are used in a genotype-to-phenotype mapping process to a program. We demonstrate how expressions and programs of arbitrary complexity may be evolved and compare its performance to genetic programming