Random Search

Background: https://en.wikipedia.org/wiki/Random_search

There are few optional parameters you may specify in order to produce different random search behavior.

middle_point

Optional enforcement of the first suggested point as zero. Either,

• True : Enforced middle suggested point

• False : Not enforced

(default = False)

opposition_mode

symmetrizes exploration wrt the center: (e.g. https://ieeexplore.ieee.org/document/4424748) - “opposite” : full symmetry - “quasi” : Random * symmetric - None

(default = None)

‘RandomSearch’

Defaults Only

‘RandomSearchPlusMiddlePoint’

middle_point: True

‘QORandomSearch’

opposition_mode: 'quasi'

ORandomSearch

opposition_mode: 'opposite'