Metadata-Version: 2.1
Name: mealpy
Version: 0.2.2
Summary: A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
Home-page: https://github.com/thieunguyen5991/mealpy
Author: Thieu Nguyen
Author-email: nguyenthieu2102@gmail.com
License: MIT
Download-URL: https://github.com/thieunguyen5991/mealpy/archive/v0.2.2.zip
Description: # A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
        [![PyPI version](https://badge.fury.io/py/mealpy.svg)](https://badge.fury.io/py/mealpy)
        
        [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3711949.svg)](https://doi.org/10.5281/zenodo.3711948)
        
        ## mealpy
        mealpy is a python module for the most of cutting-edge population meta-heuristic algorithms and is distributed
        under MIT license.
        
        ## Installation
        
        ### Dependencies
        * Python (>= 3.6)
        * Numpy (>= 1.15.1)
        
        ### User installation
        Install the [current PyPI release](https://pypi.python.org/pypi/mealpy):
        ```code 
            pip install mealpy
            pip install --upgrade mealpy 
        ```
        Or install the development version from GitHub:
        ```bash
            pip install git+https://github.com/thieunguyen5991/mealpy
        ```
        
        ### Example
        ```code 
            python examples/simple_run.py
        ```
        The documentation includes more detailed installation instructions.
        
        ### Changelog
        * See the "ChangeLog.md" for a history of notable changes to mealpy.
        
        
        ### Important links
        
        * Official source code repo: https://github.com/thieunguyen5991/mealpy
        * Download releases: https://pypi.org/project/mealpy/
        * Issue tracker: https://github.com/mealpy/mealpy/issues
        
        * This project also related to my another projects which are "meta-heuristics" and "neural-network", check it here
            * https://github.com/thieunguyen5991/metaheuristics
            * https://github.com/chasebk
            
        
        ## Contributions 
        
        ### Citation
        If you use mealpy in your project, I would appreciate citations: 
        
        ```code 
        @software{thieu_nguyen_2020_3711949,
          author       = {Thieu Nguyen},
          title        = {A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon: Mealpy},
          month        = march,
          year         = 2020,
          publisher    = {Zenodo},
          doi          = {10.5281/zenodo.3711948},
          url          = {https://doi.org/10.5281/zenodo.3711948}
        }
        ```
        
        * Nguyen, T., Nguyen, T., Nguyen, B. M., & Nguyen, G. (2019). Efficient Time-Series Forecasting Using Neural Network and Opposition-Based Coral Reefs Optimization. International Journal of Computational Intelligence Systems, 12(2), 1144-1161.
        
        * Nguyen, T., Tran, N., Nguyen, B. M., & Nguyen, G. (2018, November). A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics. In 2018 IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA) (pp. 49-56). IEEE.
        
        * Nguyen, T., Nguyen, B. M., & Nguyen, G. (2019, April). Building Resource Auto-scaler with Functional-Link Neural Network and Adaptive Bacterial Foraging Optimization. In International Conference on Theory and Applications of Models of Computation (pp. 501-517). Springer, Cham.
        
        
        ### Documents
        
        | Group        | STT | Name                               | Short | Year | Cite |
        |--------------|-----|------------------------------------|-------|------|------|
        | Evolutionary | 1   | Genetic Algorithm                  | GA    | 1992 |      |
        |              | 2   | Differential Evolution             | DE    | 1997 |      |
        |              | 3   |                                    |       |      |      |
        | Swarm        | 1   | Particle Swarm Optimization        | PSO   | 1995 |      |
        |              | 2   | Bacterial Foraging Optimization    | BFO   | 2002 |      |
        |              | 3   | Cat Swarm Optimization             | CSO   | 2006 |      |
        |              | 4   | Artificial Bee Colony              | ABC   | 2007 |      |
        |              | 5   | Bat Algorithm                      | BA    | 2010 |      |
        |              | 6   | Social Spider Optimization         | SSO   | 2013 |      |
        |              | 7   | Grey Wolf Optimizer                | GWO   | 2014 |      |
        |              | 8   | Social Spider Algorithm            | SSA   | 2015 |      |
        |              | 9   | Ant Lion Optimizer                 | ALO   | 2015 |      |
        |              | 10  | Moth Flame Optimization            | MFO   | 2015 |      |
        |              | 11  | Whale Optimization Algorithm       | WOA   | 2016 |      |
        |              | 12  | Bird Swarm Algorithm               | BSA   | 2016 |      |
        |              | 13  | Swarm Robotics Search And Rescue   | SRSR  | 2017 |      |
        |              | 14  | Grasshopper Optimisation Algorithm | GOA   | 2017 |      |
        |              | 15  | Earthworm Optimisation Algorithm   | EOA   | 2018 |      |
        |              | 16  | Moth Search Algorithm              | MSA   | 2018 |      |
        |              | 17  | Rhino Herd Optimization            | RHO   | 2018 |      |
        |              | 18  | Emperor Penguin Optimizer          | EPO   | 2018 |      |
        |              | 19  | Nake Mole\-rat Algorithm           | NMRA  | 2019 |      |
        |              | 20  | Bald Eagle Search                  | BES   | 2019 |      |
        |              | 21  | Pathfinder Algorithm               | PFA   | 2019 |      |
        |              | 22  | Sailfish Optimizer                 | SFO   | 2019 |      |
        |              | 23  | Harris Hawks Optimization          | HHO   | 2019 |      |
        |              | 24  | Manta Ray Foraging Optimization    | MRFO  | 2020 |      |
        
        
        
        
        
        
        
        
        
        
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Classifier: Topic :: Software Development :: Build Tools
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.6
Description-Content-Type: text/markdown
