Exercise 1.4.11* (Polynomial basis)

Show that ( x k ) is a polynomial in x of degree k and leading coefficient 1 k ! . Let P ( x ) be an arbitrary polynomial with real coefficients and degree at most n . Show that there exist real numbers c k such that

P ( x ) = k = 0 n c k ( x k ) ( 1.16 ) .

for all x , and that such c k are uniquely determined.

Answers

Proof. We define ( x k ) as the formal polynomial

P k ( x ) = ( x k ) = 1 k ! x ( x 1 ) ( x k + 1 ) = 1 k ! i = 0 k 1 ( x i ) [ x ]

(If k = 0 , P 0 ( x ) = 1 0 ! i ( x i ) = 1 .)

Then deg ( P k ) = i = 0 k 1 deg ( x i ) = k , and the leading coefficient is 1 k ! .

We must prove that ( P 0 , P 1 , , P n ) is a basis of the vector space n [ x ] of polynomials with real coefficients and degree at most n . Here dim ( n [ x ] ) = n + 1 , and the family ( P 0 , P 1 , , P n ) contains n + 1 polynomials, thus it is sufficient to prove that P 0 , , P n are linearly independent, which is true since deg ( P i ) = i , so

deg ( P 0 ) < deg ( P 1 ) < < deg ( P n ) .

Explicitly, P 0 = 1 0 , so P 0 is linearly independent. Reasoning by induction, assume that P 0 , , P k are linearly independent.

If i = 0 n + 1 a i P i = 0 , assume for contradiction that a n + 1 0 . Then

deg ( P n + 1 ) = deg ( 1 a n + 1 ( a 0 P 0 + + a n P n ) n .

This is a contradiction, since deg ( P n + 1 ) = n + 1 . Therefore a n + 1 = 0 . Then i = 0 n a i P i = 0 , where P 0 , , P n are linearly independent, thus a 0 = = a n = 0 , together with a n + 1 = 0 . The induction is done.

So ( P 0 , P 1 , , P n ) is a basis of the vector space n [ x ] . There exist (unique) real numbers c k such that

P ( x ) = k = 0 n c k ( x k ) .

User profile picture
2024-07-27 14:38
Comments