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This is my first open-source library written in python for optimization benchmarkfunctions.
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OPFUNU is the largest python library for cutting-edge optimization problems (benchmark, mathematical, engineering, real-world). Contains all CEC competition functions from 2005, 2008, 2010, 2013, 2014, 2015, 2017, 2019, 2020, 2021, 2022. Besides, more than 300 traditional functions with different dimensions are implemented.
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The current version 1.0.0 has 2 sub-packages including:
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The current version 1.0.1 has 3 sub-packages including:
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1. name_based package: All functions sorted as order of the alphabet
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2. cec_based package: All CEC competition functions in years (2005, 2008, 2010, 2013, 2014, 2015, 2017, 2019, 2020, 2021, 2022)
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3. engineering_based package: All functions from some papers.
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If you see my code and data useful and use it, please cites my works here::
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@software{thieu_nguyen_2020_3711682,
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author = {Nguyen Van Thieu},
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title = {A framework of Optimization Functions using Numpy (OpFuNu) for optimization problems},
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title = {Opfunu: A Python Library For Optimization Functions in Numpy},
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year = 2020,
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publisher = {Zenodo},
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url = {https://doi.org/10.5281/zenodo.3620960}
@@ -46,7 +47,7 @@ Install the [current PyPI release](https://pypi.python.org/pypi/opfunu):
5. A Literature Survey of Benchmark Functions For Global Optimization Problems (2013)
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6. Problem Definitions and Evaluation Criteria for the CEC 2014Special Session and Competition on Single Objective Real-Parameter Numerical Optimization
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2. type_based
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A Literature Survey of Benchmark Functions For Global Optimization Problems (2013)
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3. cec
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1. Problem Definitions and Evaluation Criteria for the CEC 2014
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2. Special Session and Competition on Single Objective Real-Parameter Numerical Optimization
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