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Population optimization algorithms: Artificial Multi-Social Search Objects (MSO)

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by , 07-23-2024 at 10:21 AM (209 Views)
      
   
In the previous article, we considered the evolution of social groups where they moved freely in the search space. However, here I propose that we change this concept and assume that groups move between sectors, jumping from one to another. All groups have their own centers, which are updated at each iteration of the algorithm. In addition, we introduce the concept of memory both for the group as a whole and for each individual particle in it. Using these changes, our algorithm now allows groups to move from sector to sector based on information about the best solutions.
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