descent/objectives.py
def mccormick(theta):
    """McCormick function"""
    x, y = theta
    obj = np.sin(x + y) + (x - y)**2 - 1.5 * x + 2.5 * y + 1
    grad = np.array([np.cos(x + y) + 2 * (x - y) - 1.5,
                     np.cos(x + y) - 2 * (x - y) + 2.5])
    return obj, grad
def mccormick(theta):
    """McCormick function"""
    x, y = theta
    obj = np.sin(x + y) + (x - y)**2 - 1.5 * x + 2.5 * y + 1
    grad = np.array([np.cos(x + y) + 2 * (x - y) - 1.5,
                     np.cos(x + y) - 2 * (x - y) + 2.5])
    return obj, grad
def mccormick ( theta ) : x , y = theta obj = np . sin ( x + y ) + ( x - y ) ** 2 - 1.5 * x + 2.5 * y + 1 grad = np . array ( [ np . cos ( x + y ) + 2 * ( x - y ) - 1.5 , np . cos ( x + y ) - 2 * ( x - y ) + 2.5 ] ) return obj , grad
McCormick function
McCormick function