Colony

How to do training of the Ant Colony used for classification?

How to do training of the Ant Colony used for classification?
  1. Which artificial intelligence technique tries to model how an ant colony works?
  2. Is ant colony a genetic algorithm?

Which artificial intelligence technique tries to model how an ant colony works?

ACO, developed by Marco Dorigo in 1992 (Dorigo, 1992), was the first swarm intelligence-based algorithm. In essence, ACO mimics the foraging behavior of social ants in a colony, and pheromone is used for simulating the local interactions and communications among ants.

Is ant colony a genetic algorithm?

Genetic Algorithms (GAs) were introduced by Holland as a computational analogy of adaptive systems. GAs are search procedures based on the mechanics of natural selection and natural genetics. Ant Colony Optimization (ACO) is a metaheuristic inspired by the foraging behavior of ant colonies.

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