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Wikipedia

Emergent algorithm

An emergent algorithm is an algorithm that exhibits emergent behavior. In essence an emergent algorithm implements a set of simple building block behaviors that when combined exhibit more complex behaviors. One example of this is the implementation of fuzzy motion controllers used to adapt robot movement in response to environmental obstacles. An emergent algorithm has the following characteristics:

it achieves predictable global effects it does not require global visibility it does not assume any kind of centralized control it is self-stabilizing Other examples of emergent algorithms and models include cellular automata, artificial neural networks and swarm intelligence systems (ant colony optimization, bees algorithm, etc.).

See also Artificial intelligence AI effect Emergence Evolutionary computation Fuzzy logic Genetic algorithm Heuristic

References

Tags

  • Algorithms
  • Artificial intelligence
  • Artificial intelligence engineering
  • Chaos theory stubs
  • Cybernetics
  • Emergence
  • Heuristic algorithms