What is the Meaning of Hilbert Space?

In summary, Hilbert space is a unifying concept which allows you to think of basis functions like basis vectors in a vector space, and it has several useful properties in quantum mechanics.
  • #1
plasma0073
2
0
Please can anyone help me to display the meaning of Hilbert Space?
 
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  • #2
I suggest that you start with two concepts: n-dimensional vector space, and analysis of a waveform into a sum of wave modes.

In a vector space, a vector is a sum of "basis vectors". For each basis vector, there is a coefficient which says how much it contributes to the sum.

In the same way, a waveform is a sum of "basis functions", and for each basis function, there is a coefficient in the sum.

The Hilbert space is a unifying concept which allows you to think of basis functions like basis vectors. The geometric ideas from vector space also apply in Hilbert space. For example, you change from one basis to another basis, and it does not change the total vector / total waveform, it just changes the coefficients in the sum.

In quantum mechanics, the coefficients can be complex numbers, the basis vectors / basis functions are the different physical states, and their probabilities are square of the absolute value of the complex number (Born rule).
 
  • #3
The meaning of Hilbert space? I think you need to ask a more specific question. Do you want the definition? The reason why Hilbert spaces are useful in QM? Something else?

Which ones of the terms "vector space", "inner product", "norm", "metric space", "Cauchy sequence" and "complete" do you know already?
 
  • #4
Hilbert space is an abstract generalisation of Euclidean space. (Which is how it is explained to those who are studying it for the first time).
The Hilbert space has a mathematical definition, with several properties. And it happens to be useful in quantum mechanics. (Which is how I first heard of it).

EDIT: Maybe search it on wikipedia to get an introduction to it. Although, maybe you should get more familiar with the concepts of vectors, scalar products, etc before learning the more general Hilbert space. Can't hurt to look it up, though.
 
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1. What is a Hilbert space?

A Hilbert space is a mathematical concept that represents an infinite-dimensional vector space, meaning it contains an infinite number of elements. It is a fundamental tool used in many areas of mathematics and physics, particularly in the study of linear algebra, functional analysis, and quantum mechanics.

2. How is a Hilbert space different from a Euclidean space?

A Hilbert space is a generalization of a Euclidean space, which is a familiar concept in geometry and physics. While a Euclidean space is finite-dimensional, a Hilbert space is infinite-dimensional and contains an infinite number of basis vectors. Additionally, a Hilbert space has a notion of an inner product, which allows for the calculation of angles and distances between vectors.

3. What are the applications of Hilbert spaces?

Hilbert spaces have a wide range of applications in mathematics, physics, and engineering. They are used in signal processing, control theory, quantum mechanics, and statistical mechanics, to name a few. They are also essential in the development of functional analysis, a branch of mathematics that studies vector spaces with infinite dimensions.

4. Can Hilbert spaces be visualized?

Because Hilbert spaces have an infinite number of dimensions, it is not possible to visualize them in the same way that we can visualize finite-dimensional spaces. However, some aspects of Hilbert spaces can be visualized, such as the concept of orthonormal bases and projections onto subspaces.

5. Why is Hilbert space important in quantum mechanics?

Hilbert spaces play a crucial role in quantum mechanics because they provide a mathematical framework for describing the state of a quantum system. The state of a quantum system is represented by a vector in a Hilbert space, and the operators that act on the system are represented by matrices. This allows for the calculation of probabilities and other properties of the system, making Hilbert spaces an essential tool in understanding the behavior of quantum systems.

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