Proceedings of the third international conference on Genetic algorithms
A logspace algorithm for tree canonization (extended abstract)
STOC '92 Proceedings of the twenty-fourth annual ACM symposium on Theory of computing
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 II: automatic discovery of reusable programs
Genetic programming II: automatic discovery of reusable programs
Effects of locality in individual and population evolution
Advances in genetic programming
Automatic definition of modular neural networks
Adaptive Behavior
Landscapes and molecular evolution
Proceedings of the 16th annual international conference of the Center for Nonlinear Studies on Landscape paradigms in physics and biology : concepts, structures and dynamics: concepts, structures and dynamics
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Journal of the ACM (JACM)
Structure optimization and isomorphisms
Theoretical aspects of evolutionary computing
How neutral networks influence evolvability
Complexity
Genetic Programming III: Darwinian Invention & Problem Solving
Genetic Programming III: Darwinian Invention & Problem Solving
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Crossover in Grammatical Evolution
Genetic Programming and Evolvable Machines
A Representation for the Adaptive Generation of Simple Sequential Programs
Proceedings of the 1st International Conference on Genetic Algorithms
Is The Perfect The Enemy Of The Good?
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Adaption of Operator Probabilities in Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
An Analysis of Koza's Computational Effort Statistic for Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Linear-Graph GP - A New GP Structure
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Evolving a Generalized Behaviour: Artificial Ant Problem Revisited
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Alogtime Algorithms for Tree Isomorphism, Comparison, and Canonization
KGC '97 Proceedings of the 5th Kurt Gödel Colloquium on Computational Logic and Proof Theory
Neutrality and self-adaptation
Natural Computing: an international journal
Learning equivalence classes of bayesian-network structures
The Journal of Machine Learning Research
Neutrality: a necessity for self-adaptation
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Cultural transmission of information in genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
More on computational effort statistics for genetic programming
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
On graph isomorphism for restricted graph classes
CiE'06 Proceedings of the Second conference on Computability in Europe: logical Approaches to Computational Barriers
Effects of phenotypic redundancy in structure optimization
IEEE Transactions on Evolutionary Computation
Dynamic page based crossover in linear genetic programming
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A survey and taxonomy of performance improvement of canonical genetic programming
Knowledge and Information Systems
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Genetic Programming and Evolvable Machines
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Length bias and search limitations in cartesian genetic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
| Hi-index | 0.01 |
In this paper we describe the genetic programming system GGP operating on graphs and introduce the notion of graph isomorphisms to explain how they influence the dynamics of GP. It is shown empirically how fitness databases can improve the performance of GP and how mapping graphs to a canonical form can increase these improvements by saving considerable evaluation time.