pymop - Multi-Objective Optimization Problems
==================================
This framework provides a collection of test problems in Python. The main features are:
- Most important multi-objective test function is one place
- Vectorized evaluation by using numpy matrices (no for loops)
- Gradients and Hessian matrices are available through automatic differentiation
- Easily new problems can be created using custom classes or functions
Here, you can find a detailed documentation and information about the framework:
https://www.egr.msu.edu/coinlab/blankjul/pymop/
.. image:: https://gitlab.msu.edu/blankjul/pymop/badges/master/pipeline.svg
:alt: pipeline status
:target: https://gitlab.msu.edu/blankjul/pymop/commits/master
Problems
==================================
In this package single- as well as multi-objective test problems are
included:
- Single-Objective:
- Ackley
- Cantilevered Beam
- Griewank
- Himmelblau
- Knapsack
- Pressure Vessel
- Schwefel
- Sphere
- Zakharov
- G
- Multi-Objective:
- ZDT 1-6
- DTLZ 1-7
- CDTLZ
- CTP
- Carside Impact
- BNH
- Kursawe
- OSY
- TNK
- Truss 2D
- Welded Beam
==================================
This framework provides a collection of test problems in Python. The main features are:
- Most important multi-objective test function is one place
- Vectorized evaluation by using numpy matrices (no for loops)
- Gradients and Hessian matrices are available through automatic differentiation
- Easily new problems can be created using custom classes or functions
Here, you can find a detailed documentation and information about the framework:
https://www.egr.msu.edu/coinlab/blankjul/pymop/
.. image:: https://gitlab.msu.edu/blankjul/pymop/badges/master/pipeline.svg
:alt: pipeline status
:target: https://gitlab.msu.edu/blankjul/pymop/commits/master
Problems
==================================
In this package single- as well as multi-objective test problems are
included:
- Single-Objective:
- Ackley
- Cantilevered Beam
- Griewank
- Himmelblau
- Knapsack
- Pressure Vessel
- Schwefel
- Sphere
- Zakharov
- G
- Multi-Objective:
- ZDT 1-6
- DTLZ 1-7
- CDTLZ
- CTP
- Carside Impact
- BNH
- Kursawe
- OSY
- TNK
- Truss 2D
- Welded Beam
Metadata
Release files for pymop 0.2.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pymop-0.2.4.tar.gz | 28.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pymop-0.2.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 68.1 kB
Release files / pymop-0.2.4.tar.gz
| Download URL | pymop-0.2.4.tar.gz |
|---|---|
| Size | 28.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.23.4 CPython/3.6.5
|
Release files / pymop-0.2.4-py3-none-any.whl
| Download URL | pymop-0.2.4-py3-none-any.whl |
|---|---|
| Size | 39.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/40.6.2 requests-toolbelt/0.8.0 tqdm/4.23.4 CPython/3.6.5
|