Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
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
Advances in genetic programming
Advances in genetic programming
Advances in genetic programming: volume 2
Advances in genetic programming: volume 2
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms
Proceedings of the 6th International Conference on Genetic Algorithms
An analysis of genetic programming
An analysis of genetic programming
Grammatical bias for evolutionary learning
Grammatical bias for evolutionary learning
Proceedings of the 1st annual conference on Genetic and evolutionary computation
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Search bias, language bias and genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Genetic Algorithm Wavelet Design for Signal Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Size Fair and Homologous Tree Crossovers for Tree Genetic Programming
Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines
Smooth Uniform Crossover with Smooth Point Mutation in Genetic Programming: A Preliminary Study
Proceedings of the Second European Workshop on Genetic Programming
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Sub-machine-code GP: New Results and Extensions
Proceedings of the Second European Workshop on Genetic Programming
General schema theory for genetic programming with subtree-swapping crossover: part I
Evolutionary Computation
General schema theory for genetic programming with subtree-swapping crossover: Part II
Evolutionary Computation
Genetic Programming and Evolvable Machines
Visualizing Tree Structures in Genetic Programming
Genetic Programming and Evolvable Machines
Applying both positive and negative selection to supervised learning for anomaly detection
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Schema disruption in tree-structured chromosomes
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A new approach to evaluate GP schema in context
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Estimating the destructiveness of crossover on binary tree representations
Proceedings of the 8th annual conference on Genetic and evolutionary computation
An Analysis About the Asymptotic Convergence of Evolutionary Algorithms
Computational Intelligence and Security
A comparison between ATNoSFERES and Learning Classifier Systems on non-Markov problems
Information Sciences: an International Journal
Evolving Approximate Image Filters
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
A survey and taxonomy of performance improvement of canonical genetic programming
Knowledge and Information Systems
Visualizing tree structures in genetic programming
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
About the limit behaviors of the transition operators associated with EAs
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Semantic building blocks in genetic programming
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
A probabilistic functional crossover operator for genetic programming
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Second order heuristics in ACGP
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Evolutionary discovery of arbitrary self-replicating structures
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
The effects of diversity maintenance on coevolution for an intransitive numbers problem
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Locally geometric semantic crossover
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
A genetic algorithm approach to multi-agent itinerary planning in wireless sensor networks
Mobile Networks and Applications - Special issue on Wireless and Personal Communications
Quantitative analysis of locally geometric semantic crossover
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Genetic Programming and Evolvable Machines
Proceedings of the twelfth workshop on Foundations of genetic algorithms XII
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We review the main results obtained in the theory of schemata in genetic programming (GP), emphasizing their strengths and weaknesses. Then we propose a new, simpler definition of the concept of schema for GP, which is closer to the original concept of schema in genetic algorithms (GAs). Along with a new form of crossover, one-point crossover, and point mutation, this concept of schema has been used to derive an improved schema theorem for GP that describes the propagation of schemata from one generation to the next. We discuss this result and show that our schema theorem is the natural counterpart for GP of the schema theorem for GAs, to which it asymptotically converges.