[IGNITE-8532] [ML] GA Grid: Implement Roulette Wheel Selection

• Type: New Feature
• Status: Resolved
• Priority: Minor
• Resolution: Done
• Fix Version/s: 2.8
• Component/s: ml
• Labels: genetics
• Release Note: Add new algorithm to the GA Grid: Roulette Wheel Selection
• Ignite Flags: Release Notes Required
• Assignee: Yury Babak
• Reporter: Turik Campbell
• Created: 19/May/18 17:51
• Updated: 17/Jan/20 19:53
• Resolved: 18/Jan/19 13:53

Description

Roulette Wheel Selection Method is a type of selection used for selecting potentially useful solutions for recombination. This selection method gives more chances of selection to the better performing chromosomes.

IE:
https://en.wikipedia.org/wiki/Fitness_proportionate_selection

Issue Links

• links to: GitHub Pull Request #5842
• links to: TC Build