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What is the basic idea of swarm intelligence algorithm

Asked by: Matthew 120 views Internet March 2, 2021

What is the basic idea of swarm intelligence algorithm

2 Answers

  1. +7Votes  

    Swarm intelligence algorithm is an emerging evolutionary computing technology, which has become the focus of more and more researchers. It has a very special connection with artificial life, especially evolutionary strategies and genetic algorithms. There are two main algorithms in the research field of swarm intelligence theory: ant colony algorithm and particle swarm algorithm. The ant colony algorithm is a simulation of the food collection process of the ant colony, and it has been successfully applied to many discrete optimization problems. The particle swarm optimization algorithm also originated from the simulation of simple social systems. It was originally to simulate the foraging process of a flock of birds, but it was later found to be a good optimization tool.

    Phillip- March 2, 2021 |

  2. +5Votes  

    The analysis is as follows:,

    Swarm intelligence algorithm is an emerging evolutionary computing technology, which has become the focus of more and more researchers. It has a very special connection with artificial life, especially evolutionary strategies and genetic algorithms. There are two main algorithms in the research field of swarm intelligence theory: ant colony algorithm and particle swarm algorithm. The ant colony algorithm is a simulation of the food collection process of the ant colony, and it has been successfully applied to many discrete optimization problems. The particle swarm optimization algorithm also originated from the simulation of simple social systems. It was originally to simulate the process of foraging by birds, but it was later found to be a good optimization tool

    Benjamin Richards- March 2, 2021 |