Pervasiveness of linear operators

In summary, quantum mechanics relies on the postulate that every observable, or state, is associated with a linear operator. This is a key assumption that has withstood the test of time.
  • #1
ralqs
99
1
Obviously linear operators are ideal to work with. But is there a deeper reason explaining why they're ubiquitous in quantum mechanics? Or is it just because we've constructed operators to be linear to make life easier?
 
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  • #2
That every observable q is associated with some linear operator Q is a key postulate of quantum mechanics. Experimental physicists don't quite trust those goofy ideas that theoreticians claim to be true (and that is exactly what a postulate is, a claimed rather than a derived truth), so those experimentalists test, test, test, and test again. As far as I know, linearity has so far withstood the test of time.
 
  • #3
Position and momentum operators are linear. In classical Hamiltonian mechanics every physical quantity is a function of positions and momenta. A function of linear operators (assuming some power series expansion) is a linear operator. In quantum mechanics we have to deal with noncommutativity of position and momenta, so association of operators to physical quantities is sometimes not quite unique - but in practice it occurs not so frequently.

Then we have a general theorem of Wigner associating every symmetry with a linear unitary (or antilinear antiunitary) operator from a very general assumptions. It follows that conserved quantities (generators of one-parameter groups of symmetries) are represented by linear operators.

Nonlinear operators may appear in more general formulations of quantum mechanics, when you start with a convex space of states which is not necessarily described by density matrices as for instance in Mielnik's http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.cmp/1103859881" by Haag and Bannier.
 
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  • #4
Quantum Computers are not believed to be able to solve NP-Complete problems. But if quantum mechanics were non-linear, then it's a different story as shown here:
http://arxiv.org/abs/quant-ph/9801041
Probably adds to the evidence the QM is fundamentally linear.
 

Related to Pervasiveness of linear operators

1. What is the definition of a linear operator?

A linear operator is a mathematical function that maps one vector space to another in a way that preserves the basic algebraic properties of the space, such as addition and scalar multiplication.

2. How pervasive are linear operators in scientific fields?

Linear operators are extremely pervasive in many scientific fields, including physics, engineering, and computer science. They are used to model and solve a wide range of problems, from describing the behavior of physical systems to analyzing data and optimizing processes.

3. Can linear operators be represented in matrix form?

Yes, linear operators can be represented as matrices, particularly in finite-dimensional vector spaces. This is because the action of a linear operator on a vector can be thought of as a matrix multiplication. However, not all linear operators can be represented by matrices, particularly in infinite-dimensional vector spaces.

4. How do linear operators relate to eigenvalues and eigenvectors?

Linear operators are closely related to eigenvalues and eigenvectors. The eigenvalues of a linear operator represent the scalars by which the eigenvectors are scaled when the operator is applied to them. Eigenvectors are important because they represent the directions in which the operator acts only by scaling, without changing the direction.

5. Can linear operators be applied to non-numeric data?

Yes, linear operators can be applied to non-numeric data, such as vectors representing text or images. This is because linear operators are defined by their algebraic properties, rather than the specific values of the elements in the vector. As long as the basic properties of vector addition and scalar multiplication hold, linear operators can be applied.

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