Each a n ( t ) actually corresponds to two independent degrees of freedom, since the variable has a real part and an imaginary part. We now perform the following trick: instead of using the real and imaginary parts as the independent variables, we use a n ( t ) and its complex conjugate a n ∗ ∗ ( t ) . With this choice of independent variables, we can calculate the partial derivative