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词条 Santa Fe Trail problem
释义

  1. See also

  2. References

  3. External links

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]

See also

  • Genetic programming
  • Agent-based model
  • Java Grammatical Evolution

References

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

External links

  • Genetic-programming.org
  • Grammatical-evolution.org
  • Teamwork in genetic programming
  • [https://archive.is/20110502154819/http://pages.bangor.ac.uk/~eep201/jge/index.html java Grammatical Evolution]

2 : Genetic algorithms|Genetic programming

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