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| Name: python313-cma | Distribution: openSUSE Tumbleweed |
| Version: 4.0.0 | Vendor: openSUSE |
| Release: 1.1 | Build date: Tue Nov 26 05:31:35 2024 |
| Group: Unspecified | Build host: reproducible |
| Size: 3142255 | Source RPM: python-cma-4.0.0-1.1.src.rpm |
| Packager: http://bugs.opensuse.org | |
| Url: https://github.com/CMA-ES/pycma | |
| Summary: Covariance Matrix Adaptation Evolution Strategy numerical optimizer | |
A stochastic numerical optimization algorithm for difficult (non-convex, ill-conditioned, multi-modal, rugged, noisy) optimization problems in continuous search spaces, implemented in Python.
BSD-3-Clause
* Tue Nov 26 2024 Steve Kowalik <[email protected]>
- Update to 4.0.0:
* majorly improved mixed-integer handling based on a more concise lower
bound of variances and on so-called integer centering
* moved options and parameters code into a new file
* many small-ish fixes and improvements
* fix compatibility to numpy 2.0 (thanks to Sait Cakmak)
* improved interface to noise_handler argument which accepts True as value
* improved interface to ScaleCoordinates now also with lower and upper
value mapping to [0, 1], see issue #210
* changed: 'ftarget' triggers with <= instead of <
* assign surrogate attribute (for the record) when calling fmin_lq_surr
* various (minor) bug fixes
* various (small) improvements of the plots and their usability
* display iterations, evaluations and population size and termination
criteria in the plots
* subtract any recorded x from the plotted x-values by x_opt=index
* plots are now versus iteration number instead of evaluations by default
* provide legacy bbobbenchmarks without downloading
* new: CMADataLogger.zip allows sharing plotting data more easily by a
zip file
* new: tolxstagnation termination condition for when the incumbent
seems stuck
* new: collect restart terminations in cma.evalution_strategy.all_stoppings
* new: stall_sigma_change_on_divergence_iterations option to stall sigma
change when the median fitness is worsening
* new: limit active C update for integer variables
* new: provide a COCO single function
- Remove upper bound on numpy.
- Update URL.
* Fri Jul 12 2024 Steve Kowalik <[email protected]>
- Restrict numpy to < 2.
- Switch to pyproject macros.
- No more globs in %files.
* Sat Jan 28 2023 Dirk Müller <[email protected]>
- update to 3.3.0:
* Diagonal decoding, fmin functions with surrogate and more.
* Wed Jan 04 2023 Dirk Müller <[email protected]>
- update to r3.2.2:
* Smallish fixes and improvements and a constraints use case notebook.
* fixes plot of principal axes which were shown squared by mistake
- update to r3.2.0:
* constraints handling via a dynamic unconstrained function instantiated
from cma.ConstrainedFitnessAL.
* many small improvements and fixes
- update to r3.1.0:
* fix return value of fmin_con and make it more usable, added attribute
best_feasible
* polish evolution_strategy.py
* fix a few smallish bugs
* Fri Apr 16 2021 Steve Kowalik <[email protected]>
- Don't build for Python 3.6, due to no NumPy.
* Wed May 13 2020 Tomáš Chvátal <[email protected]>
- Add missing runtime dependencies, as declared in setup.py
- Format with spec-cleaner
- Make sure the tests are executed
* Mon May 11 2020 Christoph Junghans <[email protected]>
- inital commit adding version 3.0.3
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