# Utilities

This includes various utilities to help in optimization. Some utilities include benchmark objective functions, hyperparameter search, and plotting functionalities.

- pyswarms.utils.decorators package
- pyswarms.utils.functions package
  - pyswarms.utils.functions.single_obj module
- pyswarms.utils.plotters package
  - pyswarms.utils.plotters.plotters module
  - pyswarms.utils.plotters.formatters module
- pyswarms.utils.reporter package
- pyswarms.utils.search package
  - pyswarms.utils.search.base_search module
  - pyswarms.utils.search.grid_search module
  - pyswarms.utils.search.random_search module