What's the purpose of a quadratic form?

In summary, a quadratic form is a mathematical concept that involves a billinear map and a Euclidean space. It is represented as q(v) = <v,v> and can be defined using a billinear map b. It can also be expressed as a sum of terms involving the coefficients aij and the components of a vector x.
  • #1
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"Let Q(v)=<v,v> be the quadratic form associated to a real or hermitian inner product space. ... "

What's a quadratic form?
 
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  • #3
So it's LITERALLY <v,v>?
 
  • #4
In my lineair algebra course, it was defined like this (for the real case):

I suppose you know what a billineair map is.
If there is such a billineair map [itex]b:E \times E \to \mathbb{R}[/itex], where E is an n-dimensional Euclidean space, then we can define a map [itex]q:E \to \mathbb{R}[/itex] as [itex]q\left( {\vec x} \right) = b\left( {\vec x,\vec x} \right)[/itex].

We call this q the quadratic form, associated to the billineair map b.

So in general, we have then:

[tex]q\left( {\vec x} \right) = \sum\limits_{i = 1}^n {\sum\limits_{j = 1}^n {a_{ij} x_i x_j } } [/tex]
 

FAQ: What's the purpose of a quadratic form?

What is a quadratic form?

A quadratic form is a mathematical expression that involves variables raised to the second power, such as ax2 + bx + c. It is a polynomial function in two variables, and can be used to represent a variety of real-world situations in fields such as physics, engineering, and economics.

What is the purpose of using a quadratic form?

The purpose of using a quadratic form is to model and analyze real-world situations that involve quadratic relationships. By representing a situation with a quadratic form, we can use mathematical techniques to find solutions, make predictions, and understand the behavior of the system.

How is a quadratic form different from a quadratic equation?

A quadratic form is a polynomial function in two variables, while a quadratic equation is an algebraic equation with one variable raised to the second power. In other words, a quadratic form is a general representation of a quadratic relationship, while a quadratic equation is a specific equation that can be solved for a single variable.

What are some real-life applications of quadratic forms?

Quadratic forms can be used to model and analyze various real-world situations, such as projectile motion, population growth, economic analysis, and optimization problems. They are also commonly used in fields such as physics, engineering, and finance to make predictions and solve problems.

Can a quadratic form have more than two variables?

Yes, a quadratic form can have more than two variables. In fact, it can have any number of variables, as long as each variable is raised to the second power. For example, a quadratic form with three variables could look like ax2 + by2 + cz2 + dxy + exz + fyz. However, in most applications, quadratic forms are used with only two variables for simplicity and ease of analysis.

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