Cartesian ant programming

A Hara, M Watanabe… - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
… problems based on the cooperative behavior of ants. By using pheromone communication,
… a new automatic programming method, which combines CGP and ACO. In this method, ants …
Opslaan Citeren Geciteerd door 17 Verwante artikelen Alle 2 versies

Cartesian Ant Programming with adaptive node replacements

A Hara, J Kushida, K Fukuhara… - 2014 IEEE 7th …, 2014 - ieeexplore.ieee.org
… The attempt of applying ACO to automatic programming has been studied in recent years.
As one … Cartesian Ant Programming (CAP) as an ant-based automatic programming method. …
Opslaan Citeren Geciteerd door 4 Verwante artikelen Alle 3 versies

Cartesian Ant Programming with node release mechanism

J Kushida, A Hara, T Takahama - 2015 IEEE 8th International …, 2015 - ieeexplore.ieee.org
… structural program, the nodes are arranged in the grid on Cartesian coordinates. A … program
… The Cartesian program with the most freely connected network is obtained when nr = 1 and l …
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Cartesian ant programming introducing symbiotic relationship between ants and aphids

J Kushida, A Hara, T Takahama… - 2017 IEEE 10th …, 2017 - ieeexplore.ieee.org
… (CAP) is one of the swarm-based automatic programming method, which combines graph
representations in Cartesian Genetic Programming with search mechanism of Ant Colony …
Opslaan Citeren Geciteerd door 9 Verwante artikelen Alle 2 versies
[PDF] psu.edu

Recurrent cartesian genetic programming

AJ Turner, JF Miller - International Conference on Parallel Problem Solving …, 2014 - Springer
… of nodes (graphs) indexed by their Cartesian coordinates. CGP does not suffer from bloat [6]
[7]; … which navigates an ant around a toroidal map maximising food intake. The ant can only …
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Cartesian ant programming with transition rule considering internode distance

J Kushida, A Hara, T Takahama… - 2016 IEEE 9th …, 2016 - ieeexplore.ieee.org
… (CAP) has been proposed as a swarm-based automatic programming method, which combines
graph representations in Cartesian Genetic Programming with search mechanism of Ant …
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Recent developments in cartesian genetic programming and its variants

A Manazir, K Raza - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
… Artificial Ant and Sunspot benchmark datasets. The average fitness was calculated for 50
runs and it was found that RCGP outperformed CGP. It was also found that on the Artificial Ant …
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[PDF] springer.com

Cartesian genetic programming: its status and future

JF Miller - Genetic Programming and Evolvable Machines, 2020 - Springer
… Cartesian genetic programming, a well-established method of genetic programming, is
approximately 20 years old. It represents solutions to computational problems as graphs. Its …
Opslaan Citeren Geciteerd door 127 Verwante artikelen Alle 3 versies
[PDF] torontomu.ca

On the evolvability of a hybrid ant colony-cartesian genetic programming methodology

S Luis, MV dos Santos - … Programming: 16th European Conference …, 2013 - Springer
… ants are used to update the pheromone table. The proposed method is similar to Cartesian
Ant Programming (… of a CGP individual and the Max-Min Ant System (MMAS) [15] is used as …
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[PDF] academia.edu

Redundancy and computational efficiency in cartesian genetic programming

JF Miller, SL Smith - IEEE Transactions on evolutionary …, 2006 - ieeexplore.ieee.org
… this paper, we discuss the properties of the graph-based genetic programming system called
Cartesian genetic programming (CGP). This is a representation of programs in which func…
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