Source code for qiskit_machine_learning.optimizers.nlopts.esch

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# (C) Copyright IBM 2018, 2024.
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# This code is licensed under the Apache License, Version 2.0. You may
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"""ESCH evolutionary optimizer."""

from .nloptimizer import NLoptOptimizer, NLoptOptimizerType




class ESCH(NLoptOptimizer):
    """
    ESCH evolutionary optimizer.

    ESCH is an evolutionary algorithm for global optimization that supports bound constraints only.
    Specifically, it does not support nonlinear constraints.

    NLopt global optimizer, derivative-free.
    For further detail, please refer to

    http://nlopt.readthedocs.io/en/latest/NLopt_Algorithms/#esch-evolutionary-algorithm
    """



    def get_nlopt_optimizer(self) -> NLoptOptimizerType:
        """Return NLopt optimizer type"""
        return NLoptOptimizerType.GN_ESCH