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PKG-INFO
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Metadata-Version: 2.1
Name: MQLib
Version: 0.1
Summary: Heuristics for the Max-cut and QUBO combinatorial optimization problems
Home-page: https://github.com/MQLib/MQLib
Author: Iain Dunning, Swati Gupta, and John Silberholz
Author-email: [email protected]
License: UNKNOWN
Description:
Python interface to the MQLib, a C++ library of heuristics for Max-Cut
and Quadratic Unconstrained Binary Optimization (QUBO). Also includes a
hyperheuristic, which uses machine learning to predict the best-performing
heuristic for a given problem instance and then runs that heuristic.
This library and the related systematic heuristic evaluation strategy are described in [the paper](https://github.com/MQLib/MQLib/blob/master/paper/SECM_final.pdf). To cite the MQLib, please use:
```
@article{DunningEtAl2018,
title={What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and {QUBO}},
author={Dunning, Iain and Gupta, Swati and Silberholz, John},
year={2018},
journal={{INFORMS} Journal on Computing},
volume={30},
number={3}
}
```
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: C++
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.5
Description-Content-Type: text/markdown