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In this exercise you will prove the Cauchy-Schwarz inequality for a general inner product space (V ...
In this exercise you will prove the Cauchy-Schwarz inequality for a general inner product space (V,??,??). The Cauchy-Schwarz inequality says that ??x,y?????x???y?? for all x,y??V, with equality if and only if x and y? are linearly dependent. (a) Show that ??x,y???=?x???y?? if x and y? are linearly dependent. (b) Fix x,y??V, and assume that x and y? are linearly independent. Show that the function P(t)=?x?t?y??2 (a function of t ) is a quadratic polynomial in t and that the leading coefficient it nonzero. (c) Show that P(t) has no real roots. (d) Use the reminder about discriminants below to compute the discriminant of P(t) and complete the proof of the Cauchy-Schwarz inequality. Discriminants of quadratic polynomials: the discriminant of a quadratic polynomial with real coefficients f(t)=at2+bt+c?R[t] is defined to be ?f?=b2?4ac. Assuming that a?=0, the discriminant is related to the roots of f as follows. ?f?>0?f(t) has two distinct real roots, ?f?=0?f(t) has one real root (then it is a double root), and ?f?<0?f(t) has no real roots. ?