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Granular Computing and Modeling of the Uncertainty in Quantum Mechanics

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Computational Complexity
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Article Outline

Glossary

Definition of the Subject

Introduction

Quantum Postulates and Associated Propositions

Dirac's Bra and Ket Notations and the Realization of Wave Function

Realization of q-Representation in Quantum Mechanics

Fourier Transformation and p‑Representation

Quantum Uncertainty and Non-Compatibility of Observables P and X

Conclusion

Future Directions

Bibliography

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Abbreviations

Newtonian mechanics:

The classical mechanics based on Newton's law of motion.

Uncertainty :

Also commonly referred to as error; deviation from the average value.

Extrinsic uncertainty:

The uncertainty due to the systematic error and random error.

Intrinsic uncertainty:

The uncertainty due to the nature of particle‐wave duality in the quantum system.

\( { \psi (\boldsymbol{r}) } \) :

q‑representation of the quantum state, called state function or wave function in coordinate space.

\( { \varphi (\boldsymbol{p}) } \) :

p‑representation of the quantum state, called the state function or the wave function in momentum space.

\( { \rho (\boldsymbol{r}) } \) :

Probability density in coordinate space, defined as \( { \rho (\boldsymbol{r})=\psi ^{\ast} (\boldsymbol{r})\psi (\boldsymbol{r})=\left| {\psi (\boldsymbol{r})} \right|^2 } \).

\( { \tilde {\rho} (\boldsymbol{p}) } \) :

Probability density in momentum space, defined as \( { \tilde {\rho} (\boldsymbol{p})=\varphi ^\ast (\boldsymbol{p})\varphi (\boldsymbol{p})=\left| {\varphi (\boldsymbol{p})} \right|^2 } \).

\( { \vert {\psi (\boldsymbol{r})} \vert} \) :

Probability amplitude of state \( { \psi (\boldsymbol{r}) } \).

Particle-wave duality:

A quantum object exhibits both the nature of a particle and a wave.

Wave vector:

\( { \boldsymbol{k}=\boldsymbol{p}/\hbar } \).

Wave number:

One‐dimensional wave vector, \( { k=p/\hbar } \).

Quantum state:

The physical state in a subatomic quantum system.

0th Postulate of quantum mechanics:

Regarding quantum states as elements of Hilbert space \( { \mathcal{H} } \).

1st Postulate of quantum mechanics:

Assigning each dynamical variable in a quantum system a unique linear Hermitean operator in Hilbert space \( { \mathcal{H} } \).

2nd Postulate of quantum mechanics:

The set of eigenvectors of a given observable forms the bases of a Hilbert space.

3rd Postulate of quantum mechanics:

Poisson brackets in classical mechanics are replaced by commutators of the corresponding observables according to the relations in Eq. (5)

[\( R, S \)]:

Commutator of operator R and operator S defined as \( { RS-SR } \).

\( { \{R, S\} } \) :

Anti‐commutator of operator R and operator S defined as \( { RS+SR } \).

Eigenvalue and eigenvector:

For operator A acting upon a particular state \( { \psi _a } \), such that \( { A \psi _a = a\psi _a} \), then the scalar number a and the state \( { \psi _a} \) are called respectively the eigenvalue and eigenvector of operator A.

Inner product:

A numerically valued function of the ordered pair of vectors ψ and φ, denoted by \( { (\psi ,\varphi ) } \) such that \( { (\psi ,\varphi )=(\varphi ,\psi )^\ast} \). In Dirac's notation, it takes the forms \( { \langle \psi \vert \varphi \rangle =\langle \varphi \vert \psi \rangle ^\ast} \).

Hilbert space:

A complete vector space with norm defined as the inner product.

Dual space:

The space formed by the set of all functionals satisfying the linearity conditions.

Hermitean operator:

An operator which is self‐adjoint; that is, an operator A equals its Adjoint conjugate, \( { A=A^{+} } \).

Adjoint conjugate operator:

For an operator A and a pair of vectors ψ and φ, the Adjoint operator to A, denoted by \( { A^{+} } \) if it satisfies the relation

$$(\psi ,A\varphi )=(\varphi ,A^{+}\psi )^{\ast} =(A^{+}\psi ,\varphi )\:.$$
\( { \vert \psi \rangle} \) :

A ket vector in Hilbert space.

\( { \langle \psi \vert} \) :

A bra vector in dual space.

Compatible observables:

Physical observables that commute to each other.

Projection operator:

\( { \vert a_i \rangle \langle a_i \vert} \) a Hermitean operator that projects any vector in \( { \mathcal{H} } \) onto a subspace.

Closure relation:

Direct sum of all project operators equals identity operator.

δ‑function:

A distribution function denoted by \( { \delta (x-a) } \) such that

$$\begin{aligned}\int_{D} f(x)\delta (x-a)\text{d} x&=f(a)\quad\text{and}\\ \int_{D} f(x)\delta^{\prime}(x-a)\text{d} x&=-f^{\prime}(a) \quad\text{if}\enskip a\in D\:,\\\int_{D} f(x)\delta (x-a)\text{d} x&=0\quad\text{if}\enskip a\notin D\:.\end{aligned}$$
Cauchy–Schwarz inequality:

Given vectors \( { \vert \alpha \rangle} \) and \( { \vert \beta \rangle} \) such that

$$\langle\alpha \vert \alpha \rangle \langle\beta \vert \beta \rangle\geq \langle \alpha \vert \beta \rangle \langle \beta \vert \alpha \rangle \:.$$
\( { G_{\text{d}}} \) :

Deviation operator with respect to observable G defined as \( { G_{\text{d}}=G-\langle G\rangle I } \)

Bibliography

  1. de Broglie L (1923) Nature 112:540. (1924) Thesis, Paris. (1925) Ann. Phys 3:22

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  2. Merzbacher E (1970) Quantum Mechanics, 2nd edn. Wiley, New York

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  3. Jordan TF (1982) Linear operators for quantum mechanics, 2nd edn. Wiley, New York

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  4. Dirac PAM (1958) The principles of quantum mechanics, 4th edn. Clarendon Press, Oxford

    MATH  Google Scholar 

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Chang, KL. (2012). Granular Computing and Modeling of the Uncertainty in Quantum Mechanics . In: Meyers, R. (eds) Computational Complexity. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-1800-9_87

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