Comments (4)
FYI: I released the first major version of crfmnes
.
https://github.com/nomuramasahir0/crfmnes
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CR-FM-NES uses mirrored sampling, which may not be compatible with ask-and-tell interface.
Naive implementation is like this:
x1, x2 = optimizer.ask_pair()
value1 = quadratic(x1[0], x1[1])
solutions.append((x1, value1))
value2 = quadratic(x2[0], x2[1])
solutions.append((x2, value2))
However, this is a bit cumbersome and confuses the existing ask-and-tell interface.
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And how to use resampling is not obvious. A naive way is to resampling until both sides of the pair are feasible, but this can be inefficient.
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I noticed that computing z_k in linear time is difficult in the current ask-and-tell interface.
Let me close this issue now.
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Related Issues (20)
- "Eigenvalues did not converge" error uncovered by Coverage-guided Fuzzing HOT 2
- Remove deprecated modules towards v1.0 release.
- Implement OptimizerProtocol for mypy checking.
- Need more information for the difference between a sampler and ask-and-tell. HOT 1
- Mutable mean vector HOT 2
- Scipy Dependency HOT 5
- [BENCHMARK LMM-CMAES] HOT 2
- Box constraint handling HOT 1
- Get the local optimums HOT 2
- new API including ask and tell HOT 3
- question about _xnes HOT 8
- Reference or paper to cite HOT 3
- documentation issue: what is the best value for popsize? HOT 1
- why is the Optuna CMA-ES sampler better than my custom cmaes code? HOT 12
- add example code of LRA-CMA
- Update README
- Are non-scalar values of a sigma supported? HOT 3
- How to set multi-dimensional Sigma HOT 2
- Wrong definition of dim in get_warm_start_mgd HOT 2
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