Exercise
https://texercises.com/exercise/relations-to-dual-spaces/
Question
Solution
Short
Video
\(\LaTeX\)
No explanation / solution video to this exercise has yet been created.

Visit our YouTube-Channel to see solutions to other exercises.
Don't forget to subscribe to our channel, like the videos and leave comments!
Exercise:
Let V be a vector space over K and Usubseteq V a subspace. Define U^bot:lin V^*|l|_U all functionals on V that vanish on U. Then: &U^botsubseteq V^*quad textis a linear subspace. &existsquad texta canonical isomorphism V/U^* cong U^bot If we ase that V is finite dimensional then exists a canonical isomorphism U^* cong V^*/U^bot.

Solution:
Proof. Clearly in U^bot. If l_ l_in U^bot and alpha beta in K then alpha l_+beta l_ in U^bot because forall uin U we have alpha l_+beta l_ualpha l_u+beta l_u. Define a map L:V/U*longrightarrow U^bot as follows: Let Sin V/U^* i.e. S:V/Ulongrightarrow K. Define LSin V^* to be LS: Scirc pi. Put shortly: L is the map Slongmapsto Scirc pi. We claim that L is an isomorphism. To see this define a map P:U^botlongrightarrow V/U^* as follows. Let Tin U^bot i.e. T:Vlongrightarrow K s.t. T|_U. By theorem on the universal property of quotients exists ! T':V/Ulongrightarrow K s.t. TT'circ pi. Define PTT'. We claim that Lcirc Pid_U^bot Pcirc Lid_V/U^*. Indeed forall S:V/U longrightarrow K we have: Pcirc LSPScirc piS. Also forall Tin U^bot Lcirc PTLT'Tcirc piT. This proves Lcirc Pid_U^bot Pcirc Lid_V/U^*Longrightarrow L is injective and surjective hence an isomorphism note that we don't have to check that P is linear since we know that L is. It follows that P is also a linear isomorphism. Ase now that V is finite dimensional. Consider the following map R:V^*longrightarrow U^*: forall phi in V^* i.e. a linear funciton phi:Vlongrightarrow K define Rphi:phi|_Uin U^* phi_U:Ulongrightarrow K the restriction of phi to U. We claim that R is surjective. Indeed let Psiin U^*. We need to show that exists phiin V^* s.t. phi|_UPsi. The finite dimensionality of V is important here. Pick a basis u_...u_k for U and ext it to a basis u_...u_kv_k+...v_n of V. Define a linear phi: Vlongrightarrow K by phiu_i:Psiu_i forall leq ileq k phiv_j: forall k+leq jleq n. Clearly phi|_UPsi because phi and Psi coincide on the elements of a basis of U. This proves textImRU^*. We claim that textKerRU^bot. Indeed this follows directly from definitions: textKerRphiin V^*|phi|_UU^bot. By the isomorphism theorem R induces an isomorphism overlineR:V^*/U^botlongrightarrow U^*
Report An Error
You are on texercises.com.
reCaptcha will only work on our main-domain \(\TeX\)ercises.com!
Meta Information
\(\LaTeX\)-Code
Exercise:
Let V be a vector space over K and Usubseteq V a subspace. Define U^bot:lin V^*|l|_U all functionals on V that vanish on U. Then: &U^botsubseteq V^*quad textis a linear subspace. &existsquad texta canonical isomorphism V/U^* cong U^bot If we ase that V is finite dimensional then exists a canonical isomorphism U^* cong V^*/U^bot.

Solution:
Proof. Clearly in U^bot. If l_ l_in U^bot and alpha beta in K then alpha l_+beta l_ in U^bot because forall uin U we have alpha l_+beta l_ualpha l_u+beta l_u. Define a map L:V/U*longrightarrow U^bot as follows: Let Sin V/U^* i.e. S:V/Ulongrightarrow K. Define LSin V^* to be LS: Scirc pi. Put shortly: L is the map Slongmapsto Scirc pi. We claim that L is an isomorphism. To see this define a map P:U^botlongrightarrow V/U^* as follows. Let Tin U^bot i.e. T:Vlongrightarrow K s.t. T|_U. By theorem on the universal property of quotients exists ! T':V/Ulongrightarrow K s.t. TT'circ pi. Define PTT'. We claim that Lcirc Pid_U^bot Pcirc Lid_V/U^*. Indeed forall S:V/U longrightarrow K we have: Pcirc LSPScirc piS. Also forall Tin U^bot Lcirc PTLT'Tcirc piT. This proves Lcirc Pid_U^bot Pcirc Lid_V/U^*Longrightarrow L is injective and surjective hence an isomorphism note that we don't have to check that P is linear since we know that L is. It follows that P is also a linear isomorphism. Ase now that V is finite dimensional. Consider the following map R:V^*longrightarrow U^*: forall phi in V^* i.e. a linear funciton phi:Vlongrightarrow K define Rphi:phi|_Uin U^* phi_U:Ulongrightarrow K the restriction of phi to U. We claim that R is surjective. Indeed let Psiin U^*. We need to show that exists phiin V^* s.t. phi|_UPsi. The finite dimensionality of V is important here. Pick a basis u_...u_k for U and ext it to a basis u_...u_kv_k+...v_n of V. Define a linear phi: Vlongrightarrow K by phiu_i:Psiu_i forall leq ileq k phiv_j: forall k+leq jleq n. Clearly phi|_UPsi because phi and Psi coincide on the elements of a basis of U. This proves textImRU^*. We claim that textKerRU^bot. Indeed this follows directly from definitions: textKerRphiin V^*|phi|_UU^bot. By the isomorphism theorem R induces an isomorphism overlineR:V^*/U^botlongrightarrow U^*
Contained in these collections

Similar exercises (48)
Title Creator Matched on
Dual maps and bases rk tags
Dual maps composition rk tags
Dual space and maps rk tags
Dual basis rk tags
Dual map rk tags
more (43 more)
Attributes & Decorations
Tags
dual space, eth, hs22, lineare algebra, proof
Difficulty
(3, default)
Points
0 (default)
Language
ENG (English)
Type
Proof
Decoration
Content image