Genetic Programming - "Santa Fe Trail" problem

The "Santa Fe Trail" problem solved automatically using Genetic Programming and the GP.Lab toolkit.

From Wikipedia:
"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. The layout of food pellets in the Santa Fe Trail problem has become a standard for comparing different genetic programming algorithms and solutions."

The best programs for various stages of the simulated evolution leading towards the perfect solution are demonstrated.


Soundtrack: theAudiologist, Opasenye
(http://freemusicarchive.org/music/theAudiologist/Idios_Kosmos/07_-_Opasenye)

Category:

Science & Technology

Tags:

• Santa Fe Trail
• food foraging
• prey
• predator
• robotics
• simulation
• agent
• genetic programming
• gp
• algorithm
• ga
• Mac OS X
• machine learning
• evolutionary algorithms
• automatic programming