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README.rst

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Py-BOBYQA: Derivative-Free Solver for Bound-Constrained Minimization |Build Status| |PyPI Version|
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Py-BOBYQA: Derivative-Free Solver for Bound-Constrained Minimization
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.. image:: https://travis-ci.org/numericalalgorithmsgroup/pybobyqa.svg?branch=master
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:target: https://travis-ci.org/numericalalgorithmsgroup/pybobyqa
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:alt: Build Status
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.. image:: https://img.shields.io/badge/License-GPL%20v3-blue.svg
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:target: https://www.gnu.org/licenses/gpl-3.0
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:alt: GNU GPL v3 License
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.. image:: https://img.shields.io/pypi/v/Py-BOBYQA.svg
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:target: https://pypi.python.org/pypi/Py-BOBYQA
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:alt: Latest PyPI version
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Py-BOBYQA is a flexible package for solving bound-constrained general objective minimization, without requiring derivatives of the objective. It is a Python implementation of the BOBYQA algorithm by Powell. Py-BOBYQA is particularly useful when evaluations of the objective function are expensive and/or noisy.
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More details about Py-BOBYQA can be found in our paper: C. Cartis, J. Fiala, B. Marteau and L. Roberts, Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers, technical report, University of Oxford, (2018).
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License
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This algorithm is released under the GNU GPL license. Please `contact NAG <http://www.nag.com/content/worldwide-contact-information>`_ for alternative licensing.
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.. |Build Status| image:: https://travis-ci.org/numericalalgorithmsgroup/pybobyqa.svg?branch=master
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:target: https://travis-ci.org/numericalalgorithmsgroup/pybobyqa
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.. |PyPI Version| image:: https://img.shields.io/pypi/v/Py-BOBYQA.svg
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:target: https://pypi.python.org/pypi/Py-BOBYQA

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