Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
The evolution of evolvability in genetic programming
Advances in genetic programming
Ruggedness and neutrality—the NKp family of fitness landscapes
ALIFE Proceedings of the sixth international conference on Artificial life
Genetic Code Degeneracy: Implications for Grammatical
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Through the Labyrinth Evolution Finds a Way: A Silicon Ridge
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
The Advantages of Landscape Neutrality in Digital Circuit Evolution
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
Methods to Evolve Legal Phenotypes
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Genotype-Phenotype-Mapping and Neutral Variation - A Case Study in Genetic Programming
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Proceedings of the European Conference on Genetic Programming
How neutral networks influence evolvability
Complexity
Genetic Programming and Evolvable Machines
On the Utility of Redundant Encodings in Mutation-Based Evolutionary Search
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Finding Needles in Haystacks Is Not Hard with Neutrality
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Redundant representations in evolutionary computation
Evolutionary Computation
Finding needles in haystacks is harder with neutrality
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Investigating the performance of module acquisition in cartesian genetic programming
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A quantitative study of neutrality in GP boolean landscapes
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A multi-chromosome approach to standard and embedded cartesian genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
An empirical investigation of how and why neutrality affects evolutionary search
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Incorporating characteristics of human creativity into an evolutionary art algorithm
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
A developmental model of neural computation using cartesian genetic programming
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
A GP neutral function for the artificial ANT problem
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Coevolution of intelligent agents using cartesian genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A new crossover technique for Cartesian genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
On the behavioral diversity of random programs
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Solving real-valued optimisation problems using cartesian genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Developing neural structure of two agents that play checkers using cartesian genetic programming
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Representations for evolutionary algorithms
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
On hopeful monsters, neutral networks and junk code in evolving L-systems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Advanced techniques for the creation and propagation of modules in cartesian genetic programming
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Incorporating characteristics of human creativity into an evolutionary art algorithm
Genetic Programming and Evolvable Machines
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Evolution, development and learning using self-modifying cartesian genetic programming
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Representations for evolutionary algorithms
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Fitness landscapes and problem hardness in genetic programming
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Genotype representations in grammatical evolution
Applied Soft Computing
IEEE Transactions on Evolutionary Computation
Parallel evolution using multi-chromosome cartesian genetic programming
Genetic Programming and Evolvable Machines
Self modifying cartesian genetic programming: parity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Population sizing for the redundant trivial voting mapping
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
FOGA'07 Proceedings of the 9th international conference on Foundations of genetic algorithms
Neutral variations cause bloat in linear GP
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
On population size and neutrality: facilitating the evolution of evolvability
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Predicting prime numbers using cartesian genetic programming
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
A comprehensive view of fitness landscapes with neutrality and fitness clouds
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Fitness landscape analysis and image filter evolution using functional-level CGP
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Using negative correlation to evolve fault-tolerant circuits
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
A developmental method for growing graphs and circuits
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
Genetic programming on GPUs for image processing
International Journal of High Performance Systems Architecture
Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Representations for evolutionary algorithms
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Fitness landscapes and problem hardness in genetic programming
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Developments in Cartesian Genetic Programming: self-modifying CGP
Genetic Programming and Evolvable Machines
The role of degenerate robustness in the evolvability of multi-agent systems in dynamic environments
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
An efficient selection strategy for digital circuit evolution
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Evolving digital circuits using complex building blocks
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Automatic code generation on a MOVE processor using Cartesian genetic programming
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Evolvability and speed of evolutionary algorithms in light of recent developments in biology
Journal of Artificial Evolution and Applications
Predicting problem difficulty for genetic programming applied to data classification
Proceedings of the 13th annual conference on Genetic and evolutionary computation
The road to VEGAS: guiding the search over neutral networks
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Representations for evolutionary algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
GECCO 2011 tutorial: cartesian genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Evolving cell array configurations using CGP
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
A self-scaling instruction generator using cartesian genetic programming
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Evolution of cartesian genetic programs for development of learning neural architecture
Evolutionary Computation
Some steps towards understanding how neutrality affects evolutionary search
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
The importance of neutral mutations in GP
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Evolution of robot controller using cartesian genetic programming
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
A study of the neutrality of Boolean function landscapes in genetic programming
Theoretical Computer Science
Representations for evolutionary algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
GECCO 2012 tutorial: cartesian genetic programming
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Natural Computing: an international journal
Natural Computing: an international journal
Reducing wasted evaluations in cartesian genetic programming
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Length bias and search limitations in cartesian genetic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Representations for evolutionary algorithms
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
GECCO 2013 tutorial: cartesian genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A study of redundancy and neutrality in evolutionary optimization
Evolutionary Computation
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This work is a study of neutrality in the context of Evolutionary Computation systems. In particular, we introduce the use of explicit neutrality with an integer string coding scheme to allow neutrality to be measured during evolution. We tested this method on a Boolean benchmark problem. The experimental results indicate that there is a positive relationship between neutrality and evolvability: neutrality improves evolvability. We also identify four characteristics of adaptive/neutral mutations that are associated with high evolvability. They may be the ingredients in designing effective Evolutionary Computation systems for the Boolean class problem.