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Subsection 2.1.5 Linear Operators

An entity \(\hat{A}\) which relates every vector \(\psi_{i}\) in a vector space \(V_{n}\) to another vector \(\phi_{i}\) in this space by the equation
\begin{equation} \phi_{i}=\hat{A} \psi_{i}\tag{2.1.9} \end{equation}
is called an operator. The operator \(\hat{A}\) is said to be linear if it possesses the following properties
\begin{equation} \hat{A} (\psi_{a}+\psi_{b}) = \hat{A} \psi_{a}+\hat{A} \psi_{b})\tag{2.1.10} \end{equation}
\begin{equation} \text{and}\quad \hat{A} (\lambda \psi) = \lambda\hat{A} \psi\tag{2.1.11} \end{equation}
where \(\lambda\) is a scalar (a real or complex number).