Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Parallelize genetic programming based solver #7

Open
hidmic opened this issue Jun 7, 2021 · 1 comment
Open

Parallelize genetic programming based solver #7

hidmic opened this issue Jun 7, 2021 · 1 comment
Labels
enhancement New feature or request

Comments

@hidmic
Copy link
Owner

hidmic commented Jun 7, 2021

By moving away from plain NSGA-II, or perhaps by combining it with some niche or "island" strategy, it may be possible to distribute the search load across multiple cores. DEAP already has some examples using SCOOP. Pickling support for candidates is there.
@hidmic
Copy link
Owner Author

hidmic commented Jun 13, 2021

To offload fitness evaluation to a pool of workers is the simplest approach, and the one exercised by c67b2ce.

@hidmic hidmic added the enhancement New feature or request label Sep 19, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
enhancement New feature or request
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@hidmic