Metadata-Version: 2.1
Name: RollingHorizonEA
Version: 0.1.2
Summary: Rolling Horizon Evolutionary Algorithm
Home-page: https://github.com/bam4d/RollingHorizonEvolutionaryAlgorithm
Author: Chris Bamford
Author-email: chrisbam4d@gmail.com
License: UNKNOWN
Description: # Rolling Horizon Evolutionary Algorithm
        
        [![PyPI version](https://badge.fury.io/py/RollingHorizonEA.svg)](https://badge.fury.io/py/RollingHorizonEA)
        
        An implementation of the [Rolling Horizon Evolutionary Algorithm](https://www.semanticscholar.org/paper/Rolling-horizon-evolution-versus-tree-search-for-in-Liebana-Samothrakis/0cff838805be4b6366756a553daca0036778c1e0)
        
        ## Installation
        
        ### using pip
        
        ```
        pip install RollingHorizonEA
        ```
        
        ## Usage
        
        To use the rolling horizon evolutionary algorithm, you will need your game class to implement the `Environment` interface.
        
        ### Examples
        
        Examples of setting up any game environment can be found in the `examples` directory and run with:
        ```
        python run.py
        ```
        
        #### m_max example
        
        ```
        num_dims = 600
        m = 50
        num_evals = 50
        rollout_length = 10
        mutation_probability = 0.1
        
        # Set up the problem domain as m-max game
        environment = MMaxGame(num_dims, m)
        
        rhea = RollingHorizonEvolutionaryAlgorithm(rollout_length, environment, mutation_probability, num_evals)
        
        rhea.run()
        ```
        
        
        ## Cite
        
        If you want to cite this library, please use the following DOI
        
        [![DOI](https://zenodo.org/badge/172040305.svg)](https://zenodo.org/badge/latestdoi/172040305)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
