decmopy 1.0.0

Python implementation of DECMO algorithms inside the JMetalPy framework

DECMOPY

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()