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The Santa Fe Trail problem is a Genetic programming exercise in which Artificial Ants search for food pellets according to a programmed set of instructions.^[1]^[2] The layout of food pellets in the Santa Fe Trail problem has become a standard for comparing different genetic programming algorithms and solutions.

One method for programming and testing algorithms on the Santa Fe Trail problem is by using the NetLogo application.^[3] There is at least one case of a student creating a Lego robotic ant to solve the problem. ^[4]

External links

References

^ Koza, John R., Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA. 1992. pp. 147-155. Print.
^ The Artificial Ant Problem
^ NetLogo
^ Romero's Pilgrimage to Santa Fe: A Tale of Robot Evolution

[1] Koza, John R., Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA. 1992. pp. 147-155. Print.

[2] The Artificial Ant Problem

[3] NetLogo

[4] Romero's Pilgrimage to Santa Fe: A Tale of Robot Evolution

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