(b) Let f V -» V be any linear map of vector spaces over a field K. Recall that, for any polynomial p(X) = 0 X e K[X] and any v E V, p(X) vp(v) = ef*(v). i-0 The kernel of p(X) is defined to be...


(b) Let f V -» V be any linear map of vector spaces over a field K. Recall that, for<br>any polynomial p(X) = 0 X e K[X] and any v E V,<br>p(X) vp(v) = ef*(v).<br>i-0<br>The kernel of p(X) is defined to be<br>Ker(p(X))<br>{v e V : p(X) v<br>0}.<br>(b.1) Show that Ker(p(X)) is a linear subspace of V. When p(X) = X - A where<br>E K, explain that Ker(P(X)) is the eigenspace of f with respect to A.<br>(b.2) Let p(X) and q(X) be polynomials in K[X] so that gcd(p(X), q(X)) = 1. Show<br>that<br>Ker(p(X)q(X)) — Ker(p(X)) + Кer(4(х))<br>is a direct sum of subspaces. (Hint: Use the fact that if gcd(p(X), q(X)) = 1<br>then there exist a(X), Ь(X) € К|X] so that a(X)p(X) + b(X)q(X) %3D 1.)<br>(b.3) Let c(X) e K[X] be any nonzero polynomial so that c(f) = 0 (for example<br>c(X) is the characteristic polynomial of f). Suppose<br>с (X) — р1 (X)р:(X)... Pm(X)<br>where each p,(X) e K[X] and gcd(pg(X), p3(X))= 1 for all pairs 1<br>i <j < m.<br>Then<br>(b.4) Let , i < t, be different eigenvalues of f. Let Bi = {uj : 1 < j < m}<br>be a basis for the eigenspace of A for 1 < i < t. Use (b.3) to show that<br>B1U BBUUB, is independent<br>V Ker(p1 (X)) Ker(p2(X)) .-Ker(Pm(X))<br>is a direct sum of subspaces<br>

Extracted text: (b) Let f V -» V be any linear map of vector spaces over a field K. Recall that, for any polynomial p(X) = 0 X e K[X] and any v E V, p(X) vp(v) = ef*(v). i-0 The kernel of p(X) is defined to be Ker(p(X)) {v e V : p(X) v 0}. (b.1) Show that Ker(p(X)) is a linear subspace of V. When p(X) = X - A where E K, explain that Ker(P(X)) is the eigenspace of f with respect to A. (b.2) Let p(X) and q(X) be polynomials in K[X] so that gcd(p(X), q(X)) = 1. Show that Ker(p(X)q(X)) — Ker(p(X)) + Кer(4(х)) is a direct sum of subspaces. (Hint: Use the fact that if gcd(p(X), q(X)) = 1 then there exist a(X), Ь(X) € К|X] so that a(X)p(X) + b(X)q(X) %3D 1.) (b.3) Let c(X) e K[X] be any nonzero polynomial so that c(f) = 0 (for example c(X) is the characteristic polynomial of f). Suppose с (X) — р1 (X)р:(X)... Pm(X) where each p,(X) e K[X] and gcd(pg(X), p3(X))= 1 for all pairs 1 i < m.="" then="" (b.4)="" let="" ,="" i="">< t,="" be="" different="" eigenvalues="" of="" f.="" let="" bi="{uj" :="" 1="">< j="">< m}="" be="" a="" basis="" for="" the="" eigenspace="" of="" a="" for="" 1="">< i="">< t.="" use="" (b.3)="" to="" show="" that="" b1u="" bbuub,="" is="" independent="" v="" ker(p1="" (x))="" ker(p2(x))="" .-ker(pm(x))="" is="" a="" direct="" sum="" of="">

Jun 03, 2022
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