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Self-modifying cartesian genetic programming
2007
Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07
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In this paper we introduce computational development using a form of Cartesian Genetic Programming that includes self-modification operations. ...
We present results on a number of problems and demonstrate the characteristics and advantages that self-modification brings. ...
SELF-MODIFYING CARTESIAN GENETIC PROGRAMMING (SMCGP)
Cartesian Genetic Programming (CGP) Cartesian Genetic Programming was originally developed by Miller and Thomson [14] for the purpose of evolving ...
doi:10.1145/1276958.1277161
dblp:conf/gecco/HardingMB07
fatcat:6voqfueanna4jelxi3kzyaqfdq
Self modifying cartesian genetic programming
2010
Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10
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In this paper we introduce computational development using a form of Cartesian Genetic Programming that includes self-modification operations. ...
We present results on a number of problems and demonstrate the characteristics and advantages that self-modification brings. ...
SELF-MODIFYING CARTESIAN GENETIC PROGRAMMING (SMCGP)
Cartesian Genetic Programming (CGP) Cartesian Genetic Programming was originally developed by Miller and Thomson [14] for the purpose of evolving ...
doi:10.1145/1830483.1830591
dblp:conf/gecco/HardingMB10
fatcat:36at7ffvlzgircswoukttfz2x4
Self-Modifying Cartesian Genetic Programming
[chapter]
2011
Natural Computing Series
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In this paper we introduce computational development using a form of Cartesian Genetic Programming that includes self-modification operations. ...
We present results on a number of problems and demonstrate the characteristics and advantages that self-modification brings. ...
SELF-MODIFYING CARTESIAN GENETIC PROGRAMMING (SMCGP)
Cartesian Genetic Programming (CGP) Cartesian Genetic Programming was originally developed by Miller and Thomson [14] for the purpose of evolving ...
doi:10.1007/978-3-642-17310-3_4
fatcat:ygf6pxpdkvgihelp2tdlls3ica
Self modifying Cartesian Genetic Programming: Parity
2009
2009 IEEE Congress on Evolutionary Computation
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Self Modifying CGP (SMCGP) is a developmental form of Cartesian Genetic Programming(CGP). It differs from CGP by including primitive functions which modify the program. ...
Beginning with the evolved genotype the self-modifying functions produce a new program (phenotype) at each iteration. ...
Self modifying Cartesian Genetic Programming has a number of virtues. ...
doi:10.1109/cec.2009.4982960
dblp:conf/cec/HardingMB09
fatcat:kb2npl2sdbeklf5q5435luenre
Developments in Cartesian Genetic Programming: self-modifying CGP
2010
Genetic Programming and Evolvable Machines
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Self-modifying Cartesian Genetic Programming (SMCGP) is a general purpose, graph-based, developmental form of Genetic Programming founded on Cartesian Genetic Programming. ...
In addition to the usual computational functions, it includes functions that can modify the program encoded in the genotype. ...
The technique we discuss is based on Cartesian Genetic Programming (CGP), so we refer to it as self-modifying CGP (SMCGP). The representation used in SMCGP is very flexible. ...
doi:10.1007/s10710-010-9114-1
fatcat:kpfuiphf55dzrg5z3udl77zqla
A Survey of Self Modifying Cartesian Genetic Programming
[chapter]
2010
Genetic Programming Theory and Practice VIII
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Self-Modifying Cartesian Genetic Programming (SMCGP) is a general purpose, graph-based, developmental form of Cartesian Genetic Programming. ...
In addition to the usual computational functions found in CGP, SMCGP includes functions that can modify the evolved program at run time. ...
Self Modifying Cartesian Genetic Programming As the name suggests, SMCGP is based on the Cartesian Genetic Programming technique. ...
doi:10.1007/978-1-4419-7747-2_6
fatcat:j557uvj5jvfu3d652hljqonqce
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing
[chapter]
2009
Lecture Notes in Computer Science
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Self Modifying CGP (SMCGP) is a developmental form of Cartesian Genetic Programming(CGP). It is able to modify its own phenotype during execution of the evolved program. ...
Self Modifying CGP
Cartesian Genetic Programming (CGP) Cartesian Genetic Programming represents programs as directed graphs [8] . ...
In our previous work, we showed that by utilizing self-modification operations within an existing computational method (a form of genetic programming, called Cartesian Genetic Programming, CGP) we could ...
doi:10.1007/978-3-642-01181-8_12
fatcat:rciv6xnqzzbpvbfwjhbpu5done
Evolution, development and learning using self-modifying cartesian genetic programming
2009
Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09
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Self-Modifying Cartesian Genetic Programming (SMCGP) is a form of genetic programming that integrates developmental (self-modifying) features as a genotype-phenotype mapping. ...
SELF MODIFYING CGP
Cartesian Genetic Programming (CGP) Cartesian Genetic Programming is a graph-based representation of programs [7] . ...
Previously we proposed a developmental mapping in the context of Cartesian Genetic Programming (CGP) by introducing self-modification (SM) [3] . ...
doi:10.1145/1569901.1569998
dblp:conf/gecco/HardingMB09
fatcat:5mnfiq3gwfcmzjvrbtrkehmeoy
Emergence in genetic programming
2013
Genetic Programming and Evolvable Machines
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Banzhaf explores the concept of emergence and how and where it happens in genetic programming [1] . Here we consider the question: what shall we do with it? ...
We argue that given our ultimate goal to produce genetic programming systems that solve new and difficult problems, we should take advantage of emergence to get closer to this goal. ...
Self-modifying Cartesian genetic programming In addition to the usual functions, in self-modifying Cartesian genetic programming the genotype includes primitive functions that act on the genotype itself ...
doi:10.1007/s10710-013-9199-4
fatcat:vqurbmc3uzc6vj6tdd4jsvotue
SMCGP2
2011
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11
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Self Modifying Cartesian Genetic Programming 2 (SM-CGP2) is a general purpose, graph-based, developmental form of Cartesian Genetic Programming. ...
Using a combination of computational functions and special functions that can modify the phenotype at runtime, it has been employed to find general solutions to a number of computational problems. ...
INTRODUCTION Self-Modifying Cartesian Genetic Programming (SMCGP) [1] is a form of Genetic Programming (GP) that includes time (i.e. iteration) in the genotype-phenotype map. ...
doi:10.1145/2001858.2001968
dblp:conf/gecco/HardingMB11a
fatcat:y5s4sznohzcuhh7scas2cb27ey
Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines
2010
Genetic Programming and Evolvable Machines
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It is called ''Self-modifying Cartesian Genetic Programming'' (SMCGP). ...
In that year a paper entitled ''Cartesian Genetic Programming'' was presented by Julian Miller at European Conference on Genetic Programming in Edinburgh. ...
doi:10.1007/s10710-010-9115-0
fatcat:bgfdqrboljfbdghj4e4mkwkpee
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes
2015
07/20/2015-07/24/2015
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In a way, biological genomes are the result of a self-assembly process where parent's genes sometimes are not only copied to offspring but are also duplicated. ...
There is scientific evidence that all species have evolved and diverged from a common ancestor, i.e. last universal ancestor (LUA), and the mechanisms of gene duplication played an important role for genetic ...
tions that can modify the genotype itself, e.g. as in selfmodifying cartesian genetic programming (SMCGP). ...
doi:10.7551/978-0-262-33027-5-ch010
dblp:conf/ecal/NicheleT15
fatcat:j3i5gbwt3fdfzmlpjipubmamgu
Building Image Feature Kinetics for Cement Hydration Using Gene Expression Programming With Similarity Weight Tournament Selection
2015
IEEE Transactions on Evolutionary Computation
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F., Banzhaf, W.: Self-Modifying Cartesian Genetic
Programming. ...
using Cartesian Genetic Programming. ...
doi:10.1109/tevc.2014.2367111
fatcat:dsfdt3ngn5htfdg4ydmofrqznm
SMCGP2
2011
Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11
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Self Modifying Cartesian Genetic Programming is a general purpose, graph-based, developmental form of Cartesian Genetic Programming. ...
Using a combination of computational functions and special functions that can modify the phenotype at runtime, it has been employed to find general solutions to certain Boolean circuits and mathematical ...
INTRODUCTION Self Modifying Cartesian Genetic Programming (SM-CGP) is a generalization and modification of the graphbased form of Genetic Programming (GP) known as Cartesian Genetic Programming (CGP) ...
doi:10.1145/2001576.2001777
dblp:conf/gecco/HardingMB11
fatcat:f5lz564pozhizdmo3vr7dsw66m
A Comparison of Genetic Programming Variants for Hyper-Heuristics
2015
Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15
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Hyper-heuristics typically employ Genetic Programming (GP) and this project has investigated the relationship between the choice of GP and performance in Hyper-heuristics. ...
This research was funded in part by Sandia National Laboratories and in part by Missouri S&T's OURE program. ...
programming variants on the boolean satisfiability (SAT) problem: Tree, Linear, Cartesian, Grammatical, and Stack genetic programming. ...
doi:10.1145/2739482.2768456
dblp:conf/gecco/HarrisBT15
fatcat:rakrl6poivcpxfu6yx5acw24ui
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