Throughout, β₯ w β₯ \lVert w\rVert β₯ w β₯ denotes the unique real number with 0 β€ β₯ w β₯ 0\le\lVert w\rVert 0 β€ β₯ w β₯ and β₯ w β₯ 2 = β¨ w , w β© \lVert w\rVert^{2}=\langle w,w\rangle β₯ w β₯ 2 = β¨ w , w β© , 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 β€ q 2 p^{2}\le q^{2} p 2 β€ q 2 , then p β€ q p\le q p β€ 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,
β£ β¨ u , v β© β£ 2 β€ β¨ u , u β© β β¨ v , v β© = β₯ u β₯ 2 β₯ v β₯ 2 = ( β₯ u β₯ β β₯ v β₯ ) 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}. β β¨ u , v β© β 2 β€ β¨ u , u β© β¨ v , v β© = β₯ u β₯ 2 β₯ v β₯ 2 = ( β₯ u β₯ β₯ v β₯ ) 2 .
Both β£ β¨ u , v β© β£ |\langle u,v\rangle| β£ β¨ u , v β© β£ and β₯ u β₯ β₯ v β₯ \lVert u\rVert\lVert v\rVert β₯ u β₯ β₯ v β₯ are nonnegative, so β£ β¨ u , v β© β£ β€ β₯ u β₯ β β₯ v β₯ |\langle u,v\rangle|\le\lVert u\rVert\,\lVert v\rVert β£ β¨ u , v β© β£ β€ β₯ u β₯ β₯ v β₯ .
Claim 2. Positivity. 0 β€ β₯ v β₯ 0\le\lVert v\rVert 0 β€ β₯ v β₯ holds by definition; and if β₯ v β₯ = 0 \lVert v\rVert=0 β₯ v β₯ = 0 , then β¨ v , v β© = β₯ v β₯ 2 = 0 \langle v,v\rangle=\lVert v\rVert^{2}=0 β¨ v , v β© = β₯ v β₯ 2 = 0 , so v = 0 V v=0_{V} v = 0 V β by claim 4 of Elementary Properties of a Complex Inner Product .
Absolute homogeneity. Let Ξ» \lambda Ξ» be a complex number . By condition 3 of Complex Inner Product Space , claim 2 of Elementary Properties of a Complex Inner Product , and Ξ» βΎ Ξ» = β£ Ξ» β£ 2 \overline{\lambda}\lambda=|\lambda|^{2} Ξ» Ξ» = β£ Ξ» β£ 2 (claim 3 of Properties of Complex Conjugation and Modulus ),
β₯ Ξ» v β₯ 2 = β¨ Ξ» v , Ξ» v β© = Ξ» βΎ Ξ» β¨ v , v β© = β£ Ξ» β£ 2 β₯ v β₯ 2 = ( β£ Ξ» β£ β β₯ v β₯ ) 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}. β₯ Ξ» v β₯ 2 = β¨ Ξ» v , Ξ» v β© = Ξ» Ξ» β¨ v , v β© = β£ Ξ» β£ 2 β₯ v β₯ 2 = ( β£ Ξ» β£ β₯ v β₯ ) 2 .
Both β₯ Ξ» v β₯ \lVert\lambda v\rVert β₯ Ξ» v β₯ and β£ Ξ» β£ β₯ v β₯ |\lambda|\lVert v\rVert β£ Ξ» β£ β₯ v β₯ are nonnegative, so β₯ Ξ» v β₯ = β£ Ξ» β£ β β₯ v β₯ \lVert\lambda v\rVert=|\lambda|\,\lVert v\rVert β₯ Ξ» v β₯ = β£ Ξ» β£ β₯ v β₯ .
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 ),
β₯ u + v β₯ 2 = β¨ u + v , u + v β© = β¨ u , u β© + β¨ u , v β© + β¨ v , u β© + β¨ v , v β© . \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 . β₯ u + v β₯ 2 = β¨ u + v , u + v β© = β¨ u , u β© + β¨ u , v β© + β¨ v , u β© + β¨ v , v β© .
By condition 1 of Complex Inner Product Space , β¨ v , u β© = β¨ u , v β© βΎ \langle v,u\rangle=\overline{\langle u,v\rangle} β¨ v , u β© = β¨ u , v β© β , so claim 2 of Properties of Complex Conjugation and Modulus gives β¨ u , v β© + β¨ v , u β© = 2 Re β‘ β¨ u , v β© \langle u,v\rangle+\langle v,u\rangle=2\operatorname{Re}\langle u,v\rangle β¨ u , v β© + β¨ v , u β© = 2 Re β¨ u , v β© , with the real part . By claim 6 of Properties of Complex Conjugation and Modulus and claim 1 above,
Re β‘ β¨ u , v β© β€ β£ β¨ u , v β© β£ β€ β₯ u β₯ β β₯ v β₯ . \operatorname{Re}\langle u,v\rangle\le\bigl|\langle u,v\rangle\bigr|\le\lVert u\rVert\,\lVert v\rVert . Re β¨ u , v β© β€ β β¨ u , v β© β β€ β₯ u β₯ β₯ v β₯ .
Adding this inequality to itself and then adding β₯ u β₯ 2 + β₯ v β₯ 2 \lVert u\rVert^{2}+\lVert v\rVert^{2} β₯ u β₯ 2 + β₯ v β₯ 2 , both steps permitted by the first order-compatibility condition,
β₯ u + v β₯ 2 β€ β₯ u β₯ 2 + 2 β₯ u β₯ β₯ v β₯ + β₯ v β₯ 2 = ( β₯ u β₯ + β₯ v β₯ ) 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}. β₯ u + v β₯ 2 β€ β₯ u β₯ 2 + 2 β₯ u β₯ β₯ v β₯ + β₯ v β₯ 2 = ( β₯ u β₯ + β₯ v β₯ ) 2 .
Both β₯ u + v β₯ \lVert u+v\rVert β₯ u + v β₯ and β₯ u β₯ + β₯ v β₯ \lVert u\rVert+\lVert v\rVert β₯ u β₯ + β₯ v β₯ are nonnegative, so β₯ u + v β₯ β€ β₯ u β₯ + β₯ v β₯ \lVert u+v\rVert\le\lVert u\rVert+\lVert v\rVert β₯ u + v β₯ β€ β₯ u β₯ + β₯ v β₯ . Thus β₯ β
β₯ \lVert\cdot\rVert β₯ β
β₯ 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 ) = β₯ u β v β₯ d(u,v)=\lVert u-v\rVert d ( u , v ) = β₯ u β v β₯ , a real number for all u , v β V u,v\in V u , v β V . First, 0 β€ β₯ u β v β₯ 0\le\lVert u-v\rVert 0 β€ β₯ u β v β₯ by claim 2. Second, if β₯ u β v β₯ = 0 \lVert u-v\rVert=0 β₯ u β v β₯ = 0 then u β v = 0 V u-v=0_{V} u β v = 0 V β 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 β₯ u β u β₯ = β₯ 0 V β₯ = 0 \lVert u-u\rVert=\lVert 0_{V}\rVert=0 β₯ u β u β₯ = β₯ 0 V β β₯ = 0 , since β¨ 0 V , 0 V β© = 0 \langle 0_{V},0_{V}\rangle=0 β¨ 0 V β , 0 V β β© = 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 ,
( β 1 ) ( u β v ) = ( β 1 ) u + ( β 1 ) ( ( β 1 ) v ) = ( β u ) + v = v β u , (-1)(u-v)=(-1)u+(-1)\bigl((-1)v\bigr)=(-u)+v=v-u , ( β 1 ) ( u β v ) = ( β 1 ) u + ( β 1 ) ( ( β 1 ) v ) = ( β u ) + v = v β u ,
so by absolute homogeneity and claim 8 of Properties of Complex Conjugation and Modulus , which gives β£ β 1 β£ = 1 |-1|=1 β£ β 1β£ = 1 ,
β₯ v β u β₯ = β£ β 1 β£ β β₯ u β v β₯ = β₯ u β v β₯ . \lVert v-u\rVert=|-1|\,\lVert u-v\rVert=\lVert u-v\rVert . β₯ v β u β₯ = β£ β 1β£ β₯ u β v β₯ = β₯ u β v β₯ .
Fourth, for u , v , w β V u,v,w\in V u , v , w β V we have u β w = ( u β v ) + ( v β w ) u-w=(u-v)+(v-w) u β w = ( u β v ) + ( v β w ) , by conditions 1, 2, 3 and claim 2 of Elementary Identities in a Vector Space , so the triangle inequality of claim 2 gives β₯ u β w β₯ β€ β₯ u β v β₯ + β₯ v β w β₯ \lVert u-w\rVert\le\lVert u-v\rVert+\lVert v-w\rVert β₯ u β w β₯ β€ β₯ u β v β₯ + β₯ v β w β₯ . Hence d d d is a metric on V V V .