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Python implementation of DECMO algorithms inside the JMetalPy framework

Project description

DECMOPY

License: MIT

Python implementation of DECMO algorithms inside the JMetalPy 1.5.5 framework.

Installation

pip install decmopy

DECMO

from jmetal.problem import ZDT1
from decmopy import DECMO_FLOAT

def main():
    problem = ZDT1()

    algorithm = DECMO_FLOAT(problem, max_iterations=250)
    result = algorithm.run()
    print(f"Algorithm: ${algorithm.get_name()}")
    print(f"Problem: ${problem.get_name()}")
    print(f"Final non-dominted solution set size: ${len(result)}")

if __name__ == "__main__":
    main()

DECMO2

from jmetal.problem import ZDT1
from decmopy import DECMO2

def main():
    problem = ZDT1()

    algorithm = DECMO2(problem, max_iterations=250)
    result = algorithm.run()
    print(f"Algorithm: ${algorithm.get_name()}")
    print(f"Problem: ${problem.get_name()}")
    print(f"Final non-dominted solution set size: ${len(result)}")

if __name__ == "__main__":
    main()

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