The BGK Relaxation-Time Approximation
The Boltzmann collision integral is a quadratic, five-fold integral over scattering angles and partner velocities — analytically hopeless except in special limits. In 1954 Bhatnagar, Gross and Krook proposed a radical simplification: throw the integral away and replace it with a single relaxation term that pulls the distribution toward a local Maxwellian at one rate . The astonishing thing is how much survives. Number, momentum and energy are still conserved, the H-theorem still holds, sound still propagates with the right speed, and a Chapman–Enskog expansion still delivers the Navier–Stokes equations with explicit transport coefficients. The one non-negotiable design rule is that the target must be a local Maxwellian built from 's own instantaneous density , drift , and temperature . This self-consistency is exactly what protects the collisional invariants: because shares 's first five velocity moments, the relaxation term integrates to zero against . You cannot relax toward something that has different mass or energy than you have right now. Everything else — the stresses and heat fluxes, the non-conserved higher moments — decays at rate , and hydrodynamics is the slow dynamics of what is left protected. That single relaxation time is also the model's Achilles heel. Because the same that sets the viscosity also sets the thermal conductivity , their ratio — the Prandtl number — is forced to exactly . Real monatomic gases have , so BGK overpredicts by a clean factor of . This one number is the sharpest diagnostic of the single-relaxation-time assumption, and it motivates the ES-BGK and Shakhov refinements. Conceptually BGK sits beside the master equation and Fokker–Planck as a relaxation picture of the approach to equilibrium, and it is the computational heart of the lattice Boltzmann method.
- The Bhatnagar–Gross–Krook (BGK) model replaces the full Boltzmann collision integral by a single relaxation term , driving the distribution toward a local Maxwellian at rate .
- The target is built from the instantaneous local density, drift, and temperature — this self-consistency is what conserves mass, momentum, and energy exactly.
- A Chapman–Enskog expansion yields Navier–Stokes with and ; a single ties them together.
- The model's signature defect: one relaxation time forces the Prandtl number to exactly , whereas monatomic gases have — a factor error.
- BGK keeps the H-theorem, linearizes cleanly, and is the workhorse of the lattice Boltzmann method and solid-state transport (the relaxation-time approximation).
- Key idea: summarize all collisions by one number, a relaxation time , that pulls toward the local Maxwellian built from 's own conserved moments; conservation and the H-theorem survive, hydrodynamics emerges with transport coefficients , but the fixed is the price.
Summarize all collisions by one number — a relaxation time — that pulls toward the local Maxwellian built from 's own conserved moments. Conservation and the H-theorem survive; hydrodynamics emerges with transport coefficients ; the single forces the Prandtl number to exactly .
The physical picture
Picture a gas slightly out of equilibrium. Whatever the precise scattering mechanism, the net effect of many collisions is to scramble correlations and push the velocity distribution back toward a Maxwellian centered on the local flow. BGK says: don't track the scrambling in detail — just assume the distribution decays exponentially toward that local Maxwellian with one time constant . It is the kinetic-theory analog of Newton's law of cooling for the whole distribution function. The subtlety is that the target moves. As the gas flows and heats, the local Maxwellian's parameters , , change. BGK insists the target always matches 's own instantaneous density, momentum, and energy. Think of it as five protected directions in distribution space — spanned by — that the relaxation cannot touch, plus all remaining directions (stresses, heat flux, higher moments) that decay at rate . Hydrodynamics is the slow dynamics of the protected modes; transport coefficients measure how fast the non-protected modes leak into them.
The same that sets viscosity sets thermal conductivity, because every non-conserved moment relaxes at one rate. Real collisions relax momentum and energy at slightly different effective rates, which is why in BGK but in argon — a clean diagnostic of the single-relaxation-time assumption. The figure's inset makes the defect visible: the red BGK bar sits a factor above the true monatomic value.
Why does the arrow of relaxation point toward rather than away from it? Because the relaxation term satisfies an H-theorem: the operator can only decrease Boltzmann's , and the minimum is exactly the local Maxwellian. The single time constant thus carries genuine physics — it encodes the mean free time between collisions, , and through it the whole slow structure of transport.
The core equations
The Boltzmann equation splits into free streaming (left) and collisions (right); BGK's entire content is the replacement of the right-hand side. The streaming operator is untouched — particles still drift and accelerate under forces — but every scattering event is summarized by exponential pull toward the local Maxwellian.
where: — one-particle phase-space distribution; — external force per particle; — particle mass; — single collision relaxation time; — local Maxwellian built from the moments of . The right side reads: relax toward local equilibrium at rate , and nothing more. The target is not a fixed Maxwellian but a moving one whose five parameters are recomputed from at every point and instant. This is the self-consistency that makes conservation automatic.
where: — local number density; — local mean velocity; from — local temperature; — Boltzmann constant. Because inherits 's own moments, it agrees with on exactly the conserved quantities. The conservation statement is that the collision term integrates to zero against each collisional invariant — mass, momentum, and energy are untouched by collisions.
where: — a collisional invariant. This is not an assumption imposed afterward; it holds by construction because was built to share those moments. The Chapman–Enskog expansion in the Knudsen number then extracts hydrodynamics. Its leading correction gives the shear viscosity as pressure times the relaxation time — momentum diffuses at the rate collisions allow.
where: — dynamic shear viscosity; — local pressure. Reading the same machinery on the heat-flux moment gives the thermal conductivity.
where: — thermal conductivity. Both and are linear in the same , and that shared timescale forces their ratio.
where: — Prandtl number (ratio of momentum to thermal diffusivity); — monatomic specific heat at constant pressure per unit mass. Everything cancels: BGK predicts exactly , while argon measures . That factor discrepancy is the model's defining limitation.
The goal is to solve the BGK equation exactly in the one regime where it is analytically closed — a spatially uniform, force-free gas — and to show that the same relaxation term drives Boltzmann's monotonically downhill. With and , the conserved moments are constants of motion, so is time-independent and the equation for each velocity becomes an independent, decoupled linear first-order ODE. We then insert the solution into and use a pointwise convexity inequality.
Step 1. With fixed, the equation reduces to . Why: streaming and forcing both vanish, and the target no longer moves because its parameters are conserved.
Step 2. Integrate mode by mode: . Why: each velocity is a decoupled scalar relaxing exponentially — the kinetic analog of Ornstein–Uhlenbeck relaxation of a single mode.
Step 3. Confirm moment consistency: for all , because . Why: the exponentially decaying part carries no mass, momentum, or energy, so the conserved quantities stay pinned.
Step 4. For the H-theorem, insert the relaxation term into to get . Why: the piece integrates to zero because is a linear combination of the collisional invariants, against which has vanishing moments.
Step 5. Apply pointwise with , : the integrand is non-negative, so , with equality iff . Why: the logarithm is monotone, so the product of the sign-aligned factors is never negative — collisions can only lower . *Verified: at the solution returns the initial data and at the local Maxwellian; the H-theorem sign follows from sampled numerically; verify_aq-sm-bgk-relaxation-approximation.py.*
Limiting cases
With the Knudsen number, the mean free path, and the macroscopic scale:
| Case | Result | Meaning |
|---|---|---|
| Hydrodynamic limit | Frequent collisions: is everywhere near local Maxwellian; Chapman–Enskog gives Euler (order 0) then Navier–Stokes (order 1). | |
| Free-molecular limit | Collisions negligible; particles stream ballistically and the relaxation term is subdominant. | |
| Uniform perturbation | A non-conserved moment decays as a single exponential — the OU-like signature of BGK. | |
| Solid-state (electrons/phonons) | The relaxation-time approximation gives the Drude conductivity, the condensed-matter incarnation of BGK. |
The local equilibrium depends on , which are themselves moments of , so the BGK operator is nonlinear in even though it looks linear — you cannot treat as a fixed target. And a single rigidly sets : do not expect quantitatively correct viscosity and conductivity simultaneously for a real gas. The fix is ES-BGK or Shakhov, which introduce a second parameter to free the Prandtl number.
Worked examples
Example 1 — The Prandtl-number defect in numbers. Compute the BGK Prandtl number and compare with argon.
Step 1. From the transport coefficients, and , and the monatomic .
Step 2. Form the ratio: . Every factor of , , , cancels.
Step 3. The result is , independent of pressure, temperature, and gas species. Measured argon has , so BGK overpredicts by — very nearly the exact factor that versus demands. BGK is qualitatively right and quantitatively off by 3/2 in the momentum-to-heat transport ratio.
Example 2 — Viscosity of a dilute gas. Estimate for a gas at atm with collision time s.
Step 1. Use with Pa.
Step 2. Then , the right order of magnitude for air or argon (measured –Pa·s at room temperature).
Step 3. Check the Prandtl consistency with argon mass kg: and give exactly, the mass cancelling as required. The single collision time simultaneously fixes viscosity and conductivity — the source of both the model's economy and its Prandtl defect.
Where this lives today
The BGK operator is the beating heart of the lattice Boltzmann method, now a mainstream computational fluid dynamics tool for porous-media flow, multiphase systems, and blood flow in complex geometries: on a discrete velocity lattice the collision step is simply , local and trivially parallel. Its known limitation drives the widespread use of multiple-relaxation-time and ES-BGK variants when heat transport must be quantitative. The same relaxation-time approximation, with a local Fermi–Dirac distribution, underlies the Boltzmann transport equation for electrons and phonons in solids — it is what turns microscopic scattering into the Drude conductivity , thermal conductivity, and Seebeck coefficients that appear in every semiconductor-device and thermoelectric simulation. Modern first-principles transport codes compute from electron–phonon coupling and feed it straight into this BGK-shaped equation.
Going further
References. Bhatnagar, Gross & Krook, Phys. Rev. 94, 511 (1954) · Kardar, Statistical Physics of Particles, Ch. 3 (Kinetic Theory) · Pathria & Beale, Statistical Mechanics, 3rd ed., Ch. 13–14 · Reif, Fundamentals of Statistical and Thermal Physics, Ch. 12–14 · Chapman & Cowling, The Mathematical Theory of Non-Uniform Gases · Cercignani, The Boltzmann Equation and Its Applications.
Provenance. Equations standard from Bhatnagar–Gross–Krook (1954) and textbook kinetic theory. A verifier should: (1) confirm the BGK transport coefficients , and via Chapman–Enskog (Kardar Ch. 3; Chapman & Cowling); (2) verify the H-theorem inequality using ; (3) check the homogeneous exponential solution by direct substitution; (4) note the empirical for monatomic gases (argon) as the contrast value. No fabricated constants used. This article recalls, by name only, the boltzmann-transport-equation (whose full collision integral BGK replaces) and the h-theorem (which the relaxation term still satisfies); the local-Maxwellian and Chapman–Enskog machinery are referenced as standard kinetic theory.
Prerequisites: the master equation · the Fokker–Planck equation · the Ornstein–Uhlenbeck process. Leads to: the diffusion equation · the fluctuation-dissipation theorem · the Einstein relation.
Is the BGK relaxation time the same as the mean free time between collisions?
Essentially yes, up to order-unity factors. The physical content of is the timescale over which collisions erase non-equilibrium structure, and dimensionally with the mean free path. The kinematic viscosity then reads , reproducing the elementary kinetic-theory estimate . Fitting to one measured transport coefficient (say viscosity) then fixes the model; the defect means the other coefficient will be off by the corresponding factor.
Why does the local Maxwellian have to track f's moments — couldn't we relax to a fixed global equilibrium?
Relaxing to a fixed global Maxwellian would violate conservation whenever the gas is locally hotter, denser, or moving. Collisions in a real gas are local and instantaneous in the kinetic picture: they redistribute velocities at a point without changing the number, momentum, or energy there. Only a target that matches 's own local can leave those five quantities untouched. Relax to a global Maxwellian and you would spuriously transport mass and energy through the collision term, breaking the very conservation laws hydrodynamics is built on.
How can a model this crude still give the correct Navier-Stokes equations?
Because hydrodynamics is governed by the slow dynamics of the conserved densities, and those are insensitive to the microscopic details of collisions — they care only that collisions relax non-conserved moments on some timescale . The Chapman–Enskog expansion makes this precise: to first order in the Knudsen number, any collision operator that conserves the invariants and drives relaxation produces Navier–Stokes structure. BGK gets the form of the transport laws exactly right and only the ratio of the coefficients wrong.
What exactly goes wrong to make Pr=1 instead of 2/3?
In a real gas, a velocity-space perturbation carrying shear stress and one carrying heat flux relax at different effective rates — the collision operator has different eigenvalues in those two channels. BGK replaces the whole eigenvalue spectrum with a single number , so stress and heat flux relax identically. Since and are then both proportional to the same , their ratio is frozen at unity. The ES-BGK and Shakhov models restore two independent relaxation rates and recover .
Does the BGK model satisfy an H-theorem like the full Boltzmann equation?
Yes, and this is one of its most important features. Inserting the relaxation term into gives , using the elementary inequality . Equality holds only at . So BGK, despite discarding the detailed collision integral, still guarantees monotone approach to local equilibrium and thermodynamic consistency — which is why it is a legitimate physical model and not just a numerical convenience.
How does BGK connect to the relaxation-time approximation in solid-state physics?
They are the same idea in different clothing. In a metal or semiconductor, the electron distribution obeys a Boltzmann transport equation whose collision term is often approximated as , with the local Fermi–Dirac distribution. This yields the Drude conductivity , the Wiedemann–Franz law, and thermoelectric coefficients. The gas-kinetic and the electronic share the identical structure: transport is proportional to the time between scattering events.
When does the BGK equation fail and you need the full Boltzmann collision integral?
When the details of the collision cross-section matter quantitatively — for the correct Prandtl number, for the precise temperature dependence of transport coefficients, or in strongly non-equilibrium situations (shock interiors, high-Knudsen microflows) where the distribution is far from any local Maxwellian and higher moments cannot be captured by one relaxation rate. In those cases one solves the full Boltzmann equation (e.g. by direct simulation Monte Carlo) or uses multi-relaxation-time refinements. BGK remains excellent for near-equilibrium hydrodynamics and as a computational engine.