Consider the mapping (·, ·) : R" × R” → R defined by n (u,v) = |ui||vi|, Vu, v€ Rn. i=1 Show which defining properties of inner products are satisfied by this mapping. Provide a counterex- ample for properties not satisfied.
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- Let f be a function that takes elements of R?«R? into R? as follows: f(u, v) = |u1v1|+|u2v2|, where u = (u1, U2) e R² and v = (v1, v2) E R². Show that f cannot be an inner product by showing that one of the properties is not satisfied.Define a function f : C -> C by f(x+iy) = (x+2y) + i(3x+4y) for x,y in R. Show that f is additive (i. e. satisfies f(v+w) = f(v)+f(w) for v,w in C) but not linear as a map of complex vector spaces. Show however that if we define f as the map f : R^2 -> R^2 given by f(x,y) = (x+2y, 3x+4y) then f is linear as a map of real vector spaces.Explain why <u,v> is not an inner product for u =(u1, u2) and v =(v1, v2) in R2 when <u,v> = u1u2 + v1v2 using a counter example.
- Show that R2 =(3) Let V be R2, the set of all ordered pairs (x, y) of real numbers. Define an operation of "addition" by (u, v) (x, y) = (u+x+1,v+y+1) for all (u, v) and (x, y) in V. Define an operation of "scalar multiplication" by a(r, y) = (ar, ay) for all a ER and (x, y) = V. Under the operations and the set V is not a vector space. The vector space axioms (see 5.1.1 (1)-(10)) which fail to hold are and. Let V be the set of all pairs (x,y) of real numbers together with the following operations: (x1,y1) (x2,y2) = (4x1 + x2 − 4, Y1 + 3 y2 − 3) c(x,y) = (cx- c+1, cy − c + 1). (a) Show that scalar multiplication distributes over vector addition, that is: c((x1,y1)(x2,y2)) = (c○ (x1,y1)) + (c○ (x2,y2)). (b) Explain why V nonetheless is not a vector space by showing that a vector space property does not hold for this set with these operations.