(1). Let u , v ∈ Eig λ ( φ ) {\displaystyle {}u,v\in \operatorname {Eig} _{\lambda }{\left(\varphi \right)}} and let w = a u + b v {\displaystyle {}w=au+bv} . Then
(2) and (3) follow directly from the definitions.