Throughout, ∥ w ∥ \lVert w\rVert ∥ w ∥ denotes the unique real number with 0 ≤ ∥ w ∥ 0\le\lVert w\rVert 0 ≤ ∥ w ∥ and ∥ w ∥ 2 = ⟨ w , w ⟩ \lVert w\rVert^{2}=\langle w,w\rangle ∥ w ∥ 2 = ⟨ w , w ⟩ , as in Norm Induced by a Complex Inner Product . We use two facts about real numbers , both established as in the proof of Properties of Complex Conjugation and Modulus : two nonnegative real numbers with equal squares are equal, by Existence and Uniqueness of the Nonnegative Square Root ; and if p , q p,q p , q are nonnegative reals with p 2 ≤ q 2 p^{2}\le q^{2} p 2 ≤ q 2 , then p ≤ q p\le q p ≤ q . We also use that a product of nonnegative reals is nonnegative, by the second order-compatibility condition of ordered fields .
Claim 1. By Cauchy-Schwarz Inequality in a Complex Inner Product Space and the definition of the induced norm,
∣ ⟨ u , v ⟩ ∣ 2 ≤ ⟨ u , u ⟩ ⟨ v , v ⟩ = ∥ u ∥ 2 ∥ v ∥ 2 = ( ∥ u ∥ ∥ v ∥ ) 2 . \bigl|\langle u,v\rangle\bigr|^{2}\le\langle u,u\rangle\,\langle v,v\rangle=\lVert u\rVert^{2}\lVert v\rVert^{2}=\bigl(\lVert u\rVert\,\lVert v\rVert\bigr)^{2}. ⟨ u , v ⟩ 2 ≤ ⟨ u , u ⟩ ⟨ v , v ⟩ = ∥ u ∥ 2 ∥ v ∥ 2 = ( ∥ u ∥ ∥ v ∥ ) 2 .
Both ∣ ⟨ u , v ⟩ ∣ |\langle u,v\rangle| ∣ ⟨ u , v ⟩ ∣ and ∥ u ∥ ∥ v ∥ \lVert u\rVert\lVert v\rVert ∥ u ∥ ∥ v ∥ are nonnegative, so ∣ ⟨ u , v ⟩ ∣ ≤ ∥ u ∥ ∥ v ∥ |\langle u,v\rangle|\le\lVert u\rVert\,\lVert v\rVert ∣ ⟨ u , v ⟩ ∣ ≤ ∥ u ∥ ∥ v ∥ .
Claim 2. Positivity. 0 ≤ ∥ v ∥ 0\le\lVert v\rVert 0 ≤ ∥ v ∥ holds by definition; and if ∥ v ∥ = 0 \lVert v\rVert=0 ∥ v ∥ = 0 , then ⟨ v , v ⟩ = ∥ v ∥ 2 = 0 \langle v,v\rangle=\lVert v\rVert^{2}=0 ⟨ v , v ⟩ = ∥ v ∥ 2 = 0 , so v = 0 V v=0_{V} v = 0 V by claim 4 of Elementary Properties of a Complex Inner Product .
Absolute homogeneity. Let λ \lambda λ be a complex number . By condition 3 of Complex Inner Product Space , claim 2 of Elementary Properties of a Complex Inner Product , and λ ‾ λ = ∣ λ ∣ 2 \overline{\lambda}\lambda=|\lambda|^{2} λ λ = ∣ λ ∣ 2 (claim 3 of Properties of Complex Conjugation and Modulus ),
∥ λ v ∥ 2 = ⟨ λ v , λ v ⟩ = λ ‾ λ ⟨ v , v ⟩ = ∣ λ ∣ 2 ∥ v ∥ 2 = ( ∣ λ ∣ ∥ v ∥ ) 2 . \lVert\lambda v\rVert^{2}=\langle\lambda v,\lambda v\rangle=\overline{\lambda}\lambda\langle v,v\rangle=|\lambda|^{2}\lVert v\rVert^{2}=\bigl(|\lambda|\,\lVert v\rVert\bigr)^{2}. ∥ λ v ∥ 2 = ⟨ λ v , λ v ⟩ = λ λ ⟨ v , v ⟩ = ∣ λ ∣ 2 ∥ v ∥ 2 = ( ∣ λ ∣ ∥ v ∥ ) 2 .
Both ∥ λ v ∥ \lVert\lambda v\rVert ∥ λ v ∥ and ∣ λ ∣ ∥ v ∥ |\lambda|\lVert v\rVert ∣ λ ∣ ∥ v ∥ are nonnegative, so ∥ λ v ∥ = ∣ λ ∣ ∥ v ∥ \lVert\lambda v\rVert=|\lambda|\,\lVert v\rVert ∥ λ v ∥ = ∣ λ ∣ ∥ v ∥ .
Triangle inequality. By additivity in each argument (condition 2 of Complex Inner Product Space and claim 1 of Elementary Properties of a Complex Inner Product ),
∥ u + v ∥ 2 = ⟨ u + v , u + v ⟩ = ⟨ u , u ⟩ + ⟨ u , v ⟩ + ⟨ v , u ⟩ + ⟨ v , v ⟩ . \lVert u+v\rVert^{2}=\langle u+v,u+v\rangle=\langle u,u\rangle+\langle u,v\rangle+\langle v,u\rangle+\langle v,v\rangle . ∥ u + v ∥ 2 = ⟨ u + v , u + v ⟩ = ⟨ u , u ⟩ + ⟨ u , v ⟩ + ⟨ v , u ⟩ + ⟨ v , v ⟩ .
By condition 1 of Complex Inner Product Space , ⟨ v , u ⟩ = ⟨ u , v ⟩ ‾ \langle v,u\rangle=\overline{\langle u,v\rangle} ⟨ v , u ⟩ = ⟨ u , v ⟩ , so claim 2 of Properties of Complex Conjugation and Modulus gives ⟨ u , v ⟩ + ⟨ v , u ⟩ = 2 Re ⟨ u , v ⟩ \langle u,v\rangle+\langle v,u\rangle=2\operatorname{Re}\langle u,v\rangle ⟨ u , v ⟩ + ⟨ v , u ⟩ = 2 Re ⟨ u , v ⟩ , with the real part . By claim 6 of Properties of Complex Conjugation and Modulus and claim 1 above,
Re ⟨ u , v ⟩ ≤ ∣ ⟨ u , v ⟩ ∣ ≤ ∥ u ∥ ∥ v ∥ . \operatorname{Re}\langle u,v\rangle\le\bigl|\langle u,v\rangle\bigr|\le\lVert u\rVert\,\lVert v\rVert . Re ⟨ u , v ⟩ ≤ ⟨ u , v ⟩ ≤ ∥ u ∥ ∥ v ∥ .
Adding this inequality to itself and then adding ∥ u ∥ 2 + ∥ v ∥ 2 \lVert u\rVert^{2}+\lVert v\rVert^{2} ∥ u ∥ 2 + ∥ v ∥ 2 , both steps permitted by the first order-compatibility condition,
∥ u + v ∥ 2 ≤ ∥ u ∥ 2 + 2 ∥ u ∥ ∥ v ∥ + ∥ v ∥ 2 = ( ∥ u ∥ + ∥ v ∥ ) 2 . \lVert u+v\rVert^{2}\le\lVert u\rVert^{2}+2\lVert u\rVert\lVert v\rVert+\lVert v\rVert^{2}=\bigl(\lVert u\rVert+\lVert v\rVert\bigr)^{2}. ∥ u + v ∥ 2 ≤ ∥ u ∥ 2 + 2 ∥ u ∥ ∥ v ∥ + ∥ v ∥ 2 = ( ∥ u ∥ + ∥ v ∥ ) 2 .
Both ∥ u + v ∥ \lVert u+v\rVert ∥ u + v ∥ and ∥ u ∥ + ∥ v ∥ \lVert u\rVert+\lVert v\rVert ∥ u ∥ + ∥ v ∥ are nonnegative, so ∥ u + v ∥ ≤ ∥ u ∥ + ∥ v ∥ \lVert u+v\rVert\le\lVert u\rVert+\lVert v\rVert ∥ u + v ∥ ≤ ∥ u ∥ + ∥ v ∥ . Thus ∥ ⋅ ∥ \lVert\cdot\rVert ∥ ⋅ ∥ satisfies the three conditions of Norm on a Complex Vector Space .
Claim 3. We check the four conditions of Metric Space for d ( u , v ) = ∥ u − v ∥ d(u,v)=\lVert u-v\rVert d ( u , v ) = ∥ u − v ∥ , a real number for all u , v ∈ V u,v\in V u , v ∈ V . First, 0 ≤ ∥ u − v ∥ 0\le\lVert u-v\rVert 0 ≤ ∥ u − v ∥ by claim 2. Second, if ∥ u − v ∥ = 0 \lVert u-v\rVert=0 ∥ u − v ∥ = 0 then u − v = 0 V u-v=0_{V} u − v = 0 V by claim 2, and adding v v v to both sides gives u = v u=v u = v by conditions 1, 3 and 4 of Vector Space over a Field and claim 2 of Elementary Identities in a Vector Space ; conversely ∥ u − u ∥ = ∥ 0 V ∥ = 0 \lVert u-u\rVert=\lVert 0_{V}\rVert=0 ∥ u − u ∥ = ∥ 0 V ∥ = 0 , since ⟨ 0 V , 0 V ⟩ = 0 \langle 0_{V},0_{V}\rangle=0 ⟨ 0 V , 0 V ⟩ = 0 by claim 3 of Elementary Properties of a Complex Inner Product . Third, by conditions 7 and 5 of Vector Space over a Field and claim 5 of Elementary Identities in a Vector Space ,
( − 1 ) ( u − v ) = ( − 1 ) u + ( − 1 ) ( ( − 1 ) v ) = ( − u ) + v = v − u , (-1)(u-v)=(-1)u+(-1)\bigl((-1)v\bigr)=(-u)+v=v-u , ( − 1 ) ( u − v ) = ( − 1 ) u + ( − 1 ) ( ( − 1 ) v ) = ( − u ) + v = v − u ,
so by absolute homogeneity and claim 8 of Properties of Complex Conjugation and Modulus , which gives ∣ − 1 ∣ = 1 |-1|=1 ∣ − 1∣ = 1 ,
∥ v − u ∥ = ∣ − 1 ∣ ∥ u − v ∥ = ∥ u − v ∥ . \lVert v-u\rVert=|-1|\,\lVert u-v\rVert=\lVert u-v\rVert . ∥ v − u ∥ = ∣ − 1∣ ∥ u − v ∥ = ∥ u − v ∥ .
Fourth, for u , v , w ∈ V u,v,w\in V u , v , w ∈ V we have u − w = ( u − v ) + ( v − w ) u-w=(u-v)+(v-w) u − w = ( u − v ) + ( v − w ) , by conditions 1, 2, 3 and claim 2 of Elementary Identities in a Vector Space , so the triangle inequality of claim 2 gives ∥ u − w ∥ ≤ ∥ u − v ∥ + ∥ v − w ∥ \lVert u-w\rVert\le\lVert u-v\rVert+\lVert v-w\rVert ∥ u − w ∥ ≤ ∥ u − v ∥ + ∥ v − w ∥ . Hence d d d is a metric on V V V .