Skip to main content
. 2023 Jun 28;8(3):278. doi: 10.3390/biomimetics8030278

Table 13.

Advantages and disadvantages of plant-based algorithms.

Algorithm Advantages Disadvantages
Flower Pollination Algorithm (FPA)
  • a good balance between exploration and exploitation

  • good global search capabilities

  • good for both continuous and discrete optimization problems

  • fast convergence, especially in smooth and continuous search spaces

  • simple and user-friendly

  • limited exploration in problems with irregular search spaces

  • poor diversity of the population

  • struggles with large-scale optimization problems (poor scalability)

  • may become stuck in local optima

  • sensitive to tuning of control parameters