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Scalar Product

Definition 1.4.1. A vector space X over the field K is called a space with scalar product if to each pair of elements tex2html_wrap_inline6263 there corresponds a certain number tex2html_wrap_inline6265 called the scalar product of the vectors tex2html_wrap_inline5779 and tex2html_wrap_inline6269 such that following condition (the axioms of scalar product) are satisfied:

1. tex2html_wrap_inline6271

2. tex2html_wrap_inline6273 , when tex2html_wrap_inline6277 is the conjugate complex number of tex2html_wrap_inline6279;

3. tex2html_wrap_inline6281 (additivity with respect to the first factor);

4. tex2html_wrap_inline6283 (homogencity with respect to the first factor).

If tex2html_wrap_inline5709 is a vector space over tex2html_wrap_inline5843, then, by the definition, tex2html_wrap_inline6289 and condition 1 acquires the form tex2html_wrap_inline6291, i.e., in this case scalar product is commutative.

Example 1.4.1. Let us define in tex2html_wrap_inline6293 the scalar product of vectors
displaymath6247
by the formula
displaymath6248
Let us check the validity of conditions 1-4:

tex2html_wrap_inline6295

tex2html_wrap_inline6297

tex2html_wrap_inline6299

tex2html_wrap_inline6301

tex2html_wrap_inline6303

Example 1.4.2.Let us consider the vector space tex2html_wrap_inline6305 of all functions integrable (in Lebesque's sense) on the interval tex2html_wrap_inline6307 We define the scalar product for such functions by the formula
displaymath6249
Verify that all the axioms 1-4 of scalar product are satisfied.

Proposition 1.4.1. Scalar product tex2html_wrap_inline6309 has the following properties:

1. tex2html_wrap_inline6311 (additivity with respect to the second factor);

2. tex2html_wrap_inline6313(conjugate homogeneity with respect to the second factor);

3. tex2html_wrap_inline6315

4. tex2html_wrap_inline6317

Let us prove these assertions:

tex2html_wrap_inline6319

tex2html_wrap_inline6321 tex2html_wrap_inline6323

tex2html_wrap_inline6325

Proposition 1.4.2 (Cauchy-Schwartz inequality). For arbitrary vectors tex2html_wrap_inline5779 and tex2html_wrap_inline6329 of the vector space with scalar product tex2html_wrap_inline5709 it holds the inequality
displaymath6250

Proof. If tex2html_wrap_inline6333, then, by the definition of the scalar product (condition 1) the inequality holds. Now let us consider the case tex2html_wrap_inline6335 We define an auxiliary function
displaymath6251
As for tex2html_wrap_inline6337

tex2html_wrap_inline6339

tex2html_wrap_inline6341

tex2html_wrap_inline6343
The last inequality is equivalent to the inequality tex2html_wrap_inline6345 and this -- to the Cauchy-Schwartz inequality. The Cauchy-Schwartz inequality makes it possible to define the angle between two vectors by the scalar product.

Definition 1.4.2. The angle between arbitrary vectors tex2html_wrap_inline5779 and tex2html_wrap_inline6329 of the vector space with scalar product tex2html_wrap_inline5709 is defined by the formula
displaymath6252

Problem 1.4.1.* Show that for each two complex vectors tex2html_wrap_inline5779 and tex2html_wrap_inline6329 it holds the equality
displaymath6253

Problem 1.4.2.* The scalar product in the vector space tex2html_wrap_inline5941 of polynomials of at most degree n with real coefficients on tex2html_wrap_inline5923 is defined by the formula
displaymath6254
Find the angle between the polynomials tex2html_wrap_inline6367 and tex2html_wrap_inline6369


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