Conjugate variables are pairs of variables mathematically defined in such a way that they become
Fourier transform
A Fourier transform (FT) is a mathematical transform that decomposes functions into frequency components, which are represented by the output of the transform as a function of frequency. Most commonly functions of time or space are transformed, ...
duals, or more generally are related through
Pontryagin duality. The duality relations lead naturally to an uncertainty relation—in
physics called the
Heisenberg uncertainty principle
In quantum mechanics, the uncertainty principle (also known as Heisenberg's uncertainty principle) is any of a variety of mathematical inequalities asserting a fundamental limit to the accuracy with which the values for certain pairs of physic ...
—between them. In mathematical terms, conjugate variables are part of a
symplectic basis, and the uncertainty relation corresponds to the
symplectic form. Also, conjugate variables are related by
Noether's theorem, which states that if the laws of physics are invariant with respect to a change in one of the conjugate variables, then the other conjugate variable will not change with time (i.e. it will be conserved).
Examples
There are many types of conjugate variables, depending on the type of work a certain system is doing (or is being subjected to). Examples of canonically conjugate variables include the following:
* Time and
frequency: the longer a musical note is sustained, the more precisely we know its frequency, but it spans a longer duration and is thus a more-distributed event or 'instant' in time. Conversely, a very short musical note becomes just a click, and so is more temporally-localized, but one can't determine its frequency very accurately.
"The Chirplet Transform", IEEE Transactions on Signal Processing, 43(11), November 1995, pp 2745–2761
/ref>
* Doppler and range: the more we know about how far away a radar target is, the less we can know about the exact velocity of approach or retreat, and vice versa. In this case, the two dimensional function of doppler and range is known as a radar ambiguity function In pulsed radar and sonar signal processing, an ambiguity function is a two-dimensional function of propagation delay \tau and Doppler frequency f, \chi(\tau,f). It represents the distortion of a returned pulse due to the receiver matched filter (c ...
or radar ambiguity diagram.
* Surface energy: ''γ'' d''A'' (''γ'' = surface tension
Surface tension is the tendency of liquid surfaces at rest to shrink into the minimum surface area possible. Surface tension is what allows objects with a higher density than water such as razor blades and insects (e.g. water striders) to f ...
; ''A'' = surface area).
* Elastic stretching: ''F'' d''L'' (''F'' = elastic force; ''L'' length stretched).
Derivatives of action
In classical physics
Classical physics is a group of physics theories that predate modern, more complete, or more widely applicable theories. If a currently accepted theory is considered to be modern, and its introduction represented a major paradigm shift, then the ...
, the derivatives of action are conjugate variables to the quantity with respect to which one is differentiating. In quantum mechanics, these same pairs of variables are related by the Heisenberg uncertainty principle.
* The '' energy'' of a particle at a certain event is the negative of the derivative of the action along a trajectory of that particle ending at that event with respect to the '' time'' of the event.
* The '' linear momentum'' of a particle is the derivative of its action with respect to its ''position
Position often refers to:
* Position (geometry), the spatial location (rather than orientation) of an entity
* Position, a job or occupation
Position may also refer to:
Games and recreation
* Position (poker), location relative to the dealer
* ...
''.
* The '' angular momentum'' of a particle is the derivative of its action with respect to its '' orientation'' (angular position).
* The ''mass-moment'' () of a particle is the negative of the derivative of its action with respect to its ''rapidity
In relativity, rapidity is commonly used as a measure for relativistic velocity. Mathematically, rapidity can be defined as the hyperbolic angle that differentiates two frames of reference in relative motion, each frame being associated with di ...
''.
* The '' electric potential'' (φ, voltage) at an event is the negative of the derivative of the action of the electromagnetic field with respect to the density of (free) '' electric charge'' at that event.
* The '' magnetic potential'' (A) at an event is the derivative of the action of the electromagnetic field with respect to the density of (free) ''electric current
An electric current is a stream of charged particles, such as electrons or ions, moving through an electrical conductor or space. It is measured as the net rate of flow of electric charge through a surface or into a control volume. The moving pa ...
'' at that event.
* The ''electric field
An electric field (sometimes E-field) is the physical field that surrounds electrically charged particles and exerts force on all other charged particles in the field, either attracting or repelling them. It also refers to the physical field fo ...
'' (E) at an event is the derivative of the action of the electromagnetic field with respect to the ''electric polarization density'' at that event.
* The '' magnetic induction'' (B) at an event is the derivative of the action of the electromagnetic field with respect to the ''magnetization
In classical electromagnetism, magnetization is the vector field that expresses the density of permanent or induced magnetic dipole moments in a magnetic material. Movement within this field is described by direction and is either Axial or Di ...
'' at that event.
* The Newtonian '' gravitational potential'' at an event is the negative of the derivative of the action of the Newtonian gravitation field with respect to the '' mass density'' at that event.
Quantum theory
In quantum mechanics, conjugate variables are realized as pairs of observables whose operators do not commute. In conventional terminology, they are said to be ''incompatible observables''. Consider, as an example, the measurable quantities given by position and momentum . In the quantum-mechanical formalism, the two observables and correspond to operators and , which necessarily satisfy the canonical commutation relation:
For every non-zero commutator of two operators, there exists an "uncertainty principle", which in our present example may be expressed in the form:
In this ill-defined notation, and denote "uncertainty" in the simultaneous specification of and . A more precise, and statistically complete, statement involving the standard deviation reads:
More generally, for any two observables and corresponding to operators and , the generalized uncertainty principle is given by:
Now suppose we were to explicitly define two particular operators, assigning each a ''specific'' mathematical form, such that the pair satisfies the aforementioned commutation relation. It's important to remember that our particular "choice" of operators would merely reflect one of many equivalent, or isomorphic, representations of the general algebraic structure that fundamentally characterizes quantum mechanics. The generalization is provided formally by the Heisenberg Lie algebra
In mathematics, the Heisenberg group H, named after Werner Heisenberg, is the group of 3×3 upper triangular matrices of the form
::\begin
1 & a & c\\
0 & 1 & b\\
0 & 0 & 1\\
\end
under the operation of matrix multiplication. Elements ' ...
, with a corresponding group called the Heisenberg group .
Fluid mechanics
In Hamiltonian fluid mechanics and quantum hydrodynamics
In condensed matter physics, quantum hydrodynamics is most generally the study of hydrodynamic-like systems which demonstrate quantum mechanical behavior. They arise in semiclassical mechanics in the study of metal and semiconductor devices, in wh ...
, the '' action'' itself (or '' velocity potential'') is the conjugate variable of the '' density'' (or '' probability density).
See also
*Canonical coordinates
In mathematics and classical mechanics, canonical coordinates are sets of coordinates on phase space which can be used to describe a physical system at any given point in time. Canonical coordinates are used in the Hamiltonian formulation of ...
Notes
{{DEFAULTSORT:Conjugate Variables
Classical mechanics
Quantum mechanics