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Optimizing objective functions with DE and CEM method

Table of contents:

  1. Differential Evolution

    a. Sphere Function

    b. Zakharov Function

    c. Rosenbrock Function

    d. Michalewicz Function

    e. Ackley Function

  2. Cross Entropy Method

    a. Sphere Function

    b. Zakharov Function

    c. Rosenbrock Function

    d. Michalewicz Function

    e. Ackley Function

1. Differential Evolution

a.Sphere Function

SphereDE

b. Zakharov Function

ZakharovDE

c. Rosenbrock Function

RosenbrockDE

d. Michalewicz Function

MichalewiczDE

e. Ackley Function

AckleyDE

2. Cross Entropy Method

a. Sphere Function

SphereCEM

b. Zakharov Function

ZakharovCEM

c. Rosenbrock Function

RosenbrockCEM

d. Michalewicz Function

MichalewiczCEM

e. Ackley Function

AckleyCEM

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A homework about solving test functions with DE and CEM method

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neural-network python3

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