From Wikipedia, the free encyclopedia
 
In a 
chemical reaction, 
chemical equilibrium is the state in which both reactants and products are present in 
concentrations which have no further tendency to change with time.
[1] Usually, this state results when the forward reaction proceeds at the same rate as the 
reverse reaction. The 
reaction rates
 of the forward and backward reactions are generally not zero, but 
equal. Thus, there are no net changes in the concentrations of the 
reactant(s) and product(s). Such a state is known as 
dynamic equilibrium.
[2][3] 
Historical introduction
The concept of chemical equilibrium was developed after 
Berthollet (1803) found that some 
chemical reactions are 
reversible. For any reaction mixture to exist at equilibrium, the 
rates of the forward and backward (reverse) reactions are equal. In the following 
chemical equation with arrows pointing both ways to indicate equilibrium, A and B are 
reactant chemical species, S and T are product species, and 
α, 
β, 
σ, and 
τ are the 
stoichiometric coefficients of the respective reactants and products:
- α A + β B ⇌ σ S + τ T
 
The equilibrium concentration position of a reaction is said to lie 
"far to the right" if, at equilibrium, nearly all the reactants are 
consumed. Conversely the equilibrium position is said to be "far to the 
left" if hardly any product is formed from the reactants.
Guldberg and 
Waage (1865), building on Berthollet’s ideas, proposed the 
law of mass action:


where A, B, S and T are 
active masses and 
k+ and 
k− are 
rate constants. Since at equilibrium forward and backward rates are equal:

and the ratio of the rate constants is also a constant, now known as an 
equilibrium constant.

By convention the products form the 
numerator. However, the 
law of mass action is valid only for concerted one-step reactions that proceed through a single 
transition state and is 
not valid in general because 
rate equations do not, in general, follow the 
stoichiometry of the reaction as Guldberg and Waage had proposed (see, for example, 
nucleophilic aliphatic substitution by S
N1 or reaction of 
hydrogen and 
bromine to form 
hydrogen bromide). Equality of forward and backward reaction rates, however, is a 
necessary condition for chemical equilibrium, though it is not 
sufficient to explain why equilibrium occurs.
Despite the failure of this derivation, the equilibrium constant for a
 reaction is indeed a constant, independent of the activities of the 
various species involved, though it does depend on temperature as 
observed by the 
van 't Hoff equation. Adding a 
catalyst
 will affect both the forward reaction and the reverse reaction in the 
same way and will not have an effect on the equilibrium constant. The 
catalyst will speed up both reactions thereby increasing the speed at 
which equilibrium is reached.
[2][4]
Although the 
macroscopic equilibrium concentrations are constant in time, reactions do occur at the molecular level. For example, in the case of 
acetic acid dissolved in water and forming 
acetate and 
hydronium ions,
- CH3CO2H + H2O ⇌ CH
3CO−
2 + H3O+ 
a proton may hop from one molecule of acetic acid on to a water 
molecule and then on to an acetate anion to form another molecule of 
acetic acid and leaving the number of acetic acid molecules unchanged. 
This is an example of 
dynamic equilibrium. Equilibria, like the rest of thermodynamics, are statistical phenomena, averages of microscopic behavior.
Le Châtelier's principle (1884) gives an idea of the behavior of an equilibrium system when changes to its reaction conditions occur. 
If
 a dynamic equilibrium is disturbed by changing the conditions, the 
position of equilibrium moves to partially reverse the change. For 
example, adding more S from the outside will cause an excess of 
products, and the system will try to counteract this by increasing the 
reverse reaction and pushing the equilibrium point backward (though the 
equilibrium constant will stay the same).
If 
mineral acid
 is added to the acetic acid mixture, increasing the concentration of 
hydronium ion, the amount of dissociation must decrease as the reaction 
is driven to the left in accordance with this principle. This can also 
be deduced from the equilibrium constant expression for the reaction:

If {H
3O
+} increases {CH
3CO
2H} must increase and 
CH
3CO−
2 must decrease. The H
2O is left out, as it is the solvent and its concentration remains high and nearly constant.
A quantitative version is given by the 
reaction quotient.
J. W. Gibbs suggested in 1873 that equilibrium is attained when the 
Gibbs free energy
 of the system is at its minimum value (assuming the reaction is carried
 out at constant temperature and pressure). What this means is that the 
derivative of the Gibbs energy with respect to 
reaction coordinate (a measure of the 
extent of reaction that has occurred, ranging from zero for all reactants to a maximum for all products) vanishes, signalling a 
stationary point. This derivative is called the reaction Gibbs energy (or energy change) and corresponds to the difference between the 
chemical potentials of reactants and products at the composition of the reaction mixture.
[1]
 This criterion is both necessary and sufficient. If a mixture is not at
 equilibrium, the liberation of the excess Gibbs energy (or 
Helmholtz energy
 at constant volume reactions) is the "driving force" for the 
composition of the mixture to change until equilibrium is reached. The 
equilibrium constant can be related to the standard 
Gibbs free energy change for the reaction by the equation

where R is the 
universal gas constant and T the 
temperature.
When the reactants are 
dissolved in a medium of high 
ionic strength the quotient of 
activity coefficients may be taken to be constant. In that case the 
concentration quotient, 
Kc,
![{\displaystyle K_{\mathrm {c} }={\frac {[\mathrm {S} ]^{\sigma }[\mathrm {T} ]^{\tau }}{[\mathrm {A} ]^{\alpha }[\mathrm {B} ]^{\beta }}}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/1343be135c4f33c7333e53558b9e96d27f1819ed)
where [A] is the 
concentration of A, etc., is independent of the 
analytical concentration of the reactants. For this reason, equilibrium constants for 
solutions are usually 
determined in media of high ionic strength. 
Kc varies with 
ionic strength, temperature and pressure (or volume). Likewise 
Kp for gases depends on 
partial pressure. These constants are easier to measure and encountered in high-school chemistry courses.
Thermodynamics
At constant temperature and pressure, one must consider the 
Gibbs free energy, 
G, while at constant temperature and volume, one must consider the 
Helmholtz free energy: 
A, for the reaction; and at constant internal energy and volume, one must consider the entropy for the reaction: 
S.
The constant volume case is important in 
geochemistry and 
atmospheric chemistry where pressure variations are significant. Note that, if reactants and products were in 
standard state
 (completely pure), then there would be no reversibility and no 
equilibrium. Indeed, they would necessarily occupy disjoint volumes of 
space. The mixing of the products and reactants contributes a large 
entropy (known as 
entropy of mixing)
 to states containing equal mixture of products and reactants. The 
standard Gibbs energy change, together with the Gibbs energy of mixing, 
determine the equilibrium state.
[5][6]
In this article only the 
constant pressure case is considered. The relation between the Gibbs free energy and the equilibrium constant can be found by considering 
chemical potentials.
[1]
At constant temperature and pressure, the 
Gibbs free energy, 
G, for the reaction depends only on the 
extent of reaction: 
ξ (Greek letter 
xi), and can only decrease according to the 
second law of thermodynamics. It means that the derivative of 
G with 
ξ must be negative if the reaction happens; at the equilibrium the derivative being equal to zero.
:     equilibrium
In order to meet the thermodynamic condition for equilibrium, the 
Gibbs energy must be stationary, meaning that the derivative of 
G with respect to the 
extent of reaction: 
ξ, must be zero. It can be shown that in this case, the sum of 
chemical potentials
 of the products is equal to the sum of those corresponding to the 
reactants. Therefore, the sum of the Gibbs energies of the reactants 
must be the equal to the sum of the Gibbs energies of the products.

where 
μ is in this case a partial molar Gibbs energy, a 
chemical potential. The chemical potential of a reagent A is a function of the 
activity, {A} of that reagent.

(where 
μo
A is the 
standard chemical potential).
The definition of the 
Gibbs energy equation interacts with the 
fundamental thermodynamic relation to produce
.
Inserting 
dNi = 
νi dξ into the above equation gives a 
Stoichiometric coefficient (

) and a differential that denotes the reaction occurring once (
dξ). At constant pressure and temperature the above equations can be written as
 which is the "Gibbs free energy change for the reaction .
This results in:
.
By substituting the chemical potentials:
,
the relationship becomes:

:
which is the 
standard Gibbs energy change for the reaction that can be calculated using thermodynamical tables. The 
reaction quotient is defined as:

Therefore,

At equilibrium:

leading to:

and

Obtaining the value of the standard Gibbs energy change, allows the calculation of the equilibrium constant.
Addition of reactants or products
For a reactional system at equilibrium: 
Qr = 
Keq; 
ξ = 
ξeq.
- If are modified activities of constituents, the value of the 
reaction quotient changes and becomes different from the equilibrium 
constant: Qr ≠ Keq
 
- 

 
- and
 
- 

 
- then
 
- 

 
- If activity of a reagent i increases
 
- 
, the reaction quotient decreases.
 - then
 
- 
     and     
 - The reaction will shift to the right (i.e. in the forward direction, and thus more products will form).
 
- If activity of a product j increases
 
- then
 
- 
     and     
 - The reaction will shift to the left (i.e. in the reverse direction, and thus less products will form).
 
Note that activities and equilibrium constants are dimensionless numbers.
Treatment of activity
The expression for the equilibrium constant can be rewritten as the product of a concentration quotient, 
Kc and an 
activity coefficient quotient, 
Γ.
![{\displaystyle K={\frac {[\mathrm {S} ]^{\sigma }[\mathrm {T} ]^{\tau }...}{[\mathrm {A} ]^{\alpha }[\mathrm {B} ]^{\beta }...}}\times {\frac {{\gamma _{\mathrm {S} }}^{\sigma }{\gamma _{\mathrm {T} }}^{\tau }...}{{\gamma _{\mathrm {A} }}^{\alpha }{\gamma _{\mathrm {B} }}^{\beta }...}}=K_{\mathrm {c} }\Gamma }](https://wikimedia.org/api/rest_v1/media/math/render/svg/160fbc88403a037161d2c9a44d10cd44746215e8)
[A] is the concentration of reagent A, etc. It is possible in 
principle to obtain values of the activity coefficients, γ. For 
solutions, equations such as the 
Debye–Hückel equation or extensions such as 
Davies equation[7] Specific ion interaction theory or 
Pitzer equations[8] may be used.
Software (below). However this is not always possible. It is common practice to assume that 
Γ
 is a constant, and to use the concentration quotient in place of the 
thermodynamic equilibrium constant. It is also general practice to use 
the term 
equilibrium constant instead of the more accurate 
concentration quotient. This practice will be followed here.
For reactions in the gas phase 
partial pressure is used in place of concentration and 
fugacity coefficient in place of activity coefficient. In the real world, for example, when making 
ammonia in industry, fugacity coefficients must be taken into account. Fugacity, 
f, is the product of partial pressure and fugacity coefficient. The chemical potential of a species in the gas phase is given by

so the general expression defining an equilibrium constant is valid for both solution and gas phases.
Concentration quotients
In aqueous solution, equilibrium constants are usually determined in the presence of an "inert" electrolyte such as 
sodium nitrate NaNO
3 or 
potassium perchlorate KClO
4. The 
ionic strength of a solution is given by

where 
ci and 
zi stand for the concentration and ionic charge of ion type 
i, and the sum is taken over all the 
N
 types of charged species in solution. When the concentration of 
dissolved salt is much higher than the analytical concentrations of the 
reagents, the ions originating from the dissolved salt determine the 
ionic strength, and the ionic strength is effectively constant. Since 
activity coefficients depend on ionic strength the activity coefficients
 of the species are effectively independent of concentration. Thus, the 
assumption that 
Γ is constant is justified. The concentration quotient is a simple multiple of the equilibrium constant.
[9]

However, 
Kc will vary with ionic strength. If it is
 measured at a series of different ionic strengths the value can be 
extrapolated to zero ionic strength.
[8] The concentration quotient obtained in this manner is known, paradoxically, as a thermodynamic equilibrium constant.
To use a published value of an equilibrium constant in conditions of 
ionic strength different from the conditions used in its determination, 
the value should be adjusted
Software (below).
Metastable mixtures
A mixture may appear to have no tendency to change, though it is not at equilibrium. For example, a mixture of 
SO2 and 
O2 is 
metastable as there is a 
kinetic barrier to formation of the product, 
SO3.
- 2 SO2 + O2 ⇌ 2 SO3
 
The barrier can be overcome when a 
catalyst is also present in the mixture as in the 
contact process, but the catalyst does not affect the equilibrium concentrations.
Likewise, the formation of 
bicarbonate from 
carbon dioxide and 
water is very slow under normal conditions
- CO2 + 2 H2O ⇌ HCO−
3 + H3O+ 
but almost instantaneous in the presence of the catalytic 
enzyme carbonic anhydrase.
Pure substances
When pure substances (liquids or solids) are involved in equilibria their activities do not appear in the equilibrium constant
[10] because their numerical values are considered one.
Applying the general formula for an equilibrium constant to the 
specific case of a dilute solution of acetic acid in water one obtains
- CH3CO2H + H2O ⇌ CH3CO2− + H3O+
 
![{\displaystyle K_{\mathrm {c} }={\frac {\mathrm {[{CH_{3}CO_{2}}^{-}][{H_{3}O}^{+}]} }{\mathrm {[{CH_{3}CO_{2}H}][{H_{2}O}]} }}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/53b93bf6dae8354f02ab3e935fca63b9bd4a16c4)
For all but very concentrated solutions, the water can be considered a
 "pure" liquid, and therefore it has an activity of one. The equilibrium
 constant expression is therefore usually written as
.
A particular case is the 
self-ionization of water itself
- 2 H2O ⇌ H3O+ + OH−
 
Because water is the solvent, and has an activity of one, the self-ionization constant of water is defined as
![{\displaystyle K_{\mathrm {w} }=\mathrm {[H^{+}][OH^{-}]} }](https://wikimedia.org/api/rest_v1/media/math/render/svg/02e72380cadad70b38e1a6f42ce8b217618bc11f)
It is perfectly legitimate to write [H
+] for the 
hydronium ion concentration, since the state of 
solvation of the proton is constant (in dilute solutions) and so does not affect the equilibrium concentrations. 
Kw varies with variation in ionic strength and/or temperature.
The concentrations of H
+ and OH
− are not independent quantities. Most commonly [OH
−] is replaced by 
Kw[H
+]
−1 in equilibrium constant expressions which would otherwise include 
hydroxide ion.
Solids also do not appear in the equilibrium constant expression, if 
they are considered to be pure and thus their activities taken to be 
one. An example is the 
Boudouard reaction:
[10]
- 2 CO ⇌ CO2 + C
 
for which the equation (without solid carbon) is written as:
![{\displaystyle K_{\mathrm {c} }={\frac {\mathrm {[CO_{2}]} }{\mathrm {[CO]^{2}} }}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/df7ff1e7f45707791cfd9dd8e697fe5695e94f60)
Multiple equilibria
Consider the case of a dibasic acid H
2A. When dissolved in water, the mixture will contain H
2A, HA
− and A
2−. This equilibrium can be split into two steps in each of which one proton is liberated.
![{\displaystyle {\begin{array}{rl}{\ce {H2A<=>{HA^{-}}+{H+}}}:&K_{1}={\frac {\ce {[HA-][H+]}}{\ce {[H2A]}}}\\{\ce {HA-<=>{A^{2-}}+{H+}}}:&K_{2}={\frac {\ce {[A^{2-}][H+]}}{\ce {[HA-]}}}\end{array}}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/02fc199cec1e474859edf9723bf1aa772591e5a7)
K1 and 
K2 are examples of 
stepwise equilibrium constants. The 
overall equilibrium constant, 
βD, is product of the stepwise constants.
:     ![{\displaystyle \beta _{\ce {D}}={\frac {\ce {[A^{2-}][H^{+}]^{2}}}{\ce {[H_{2}A]}}}=K_{1}K_{2}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/63732493f38cea73de7cc7600a0fdcac4c2250f9)
Note that these constants are 
dissociation constants
 because the products on the right hand side of the equilibrium 
expression are dissociation products. In many systems, it is preferable 
to use association constants.
![{\displaystyle {\begin{array}{ll}{\ce {{A^{2-}}+{H+}<=>HA-}}:&\beta _{1}={\frac {\ce {[HA^{-}]}}{\ce {[A^{2-}][H+]}}}\\{\ce {{A^{2-}}+{2H+}<=>H2A}}:&\beta _{2}={\frac {\ce {[H2A]}}{\ce {[A^{2-}][H+]^{2}}}}\end{array}}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/3bd8050bd8872f9cbd63bffcc07ebc25c6875c3a)
β1 and 
β2 are examples of association constants. Clearly 
β1 = 1/K2 and 
β2 = 1/βD; 
log β1 = pK2 and 
log β2 = pK2 + pK1[11] For multiple equilibrium systems, also see: theory of 
Response reactions.
Effect of temperature
The effect of changing temperature on an equilibrium constant is given by the 
van 't Hoff equation

Thus, for 
exothermic reactions (Δ
H is negative), 
K decreases with an increase in temperature, but, for 
endothermic reactions, (ΔH is positive) 
K increases with an increase temperature. An alternative formulation is

At first sight this appears to offer a means of obtaining the 
standard molar enthalpy of the reaction by studying the variation of 
K
 with temperature. In practice, however, the method is unreliable 
because error propagation almost always gives very large errors on the 
values calculated in this way.
Effect of electric and magnetic fields
The effect of electric field on equilibrium has been studied by 
Manfred Eigen[citation needed] among others.
Types of equilibrium
- N2 (g) ⇌ N2 (adsorbed)
 
- N2 (adsorbed) ⇌ 2 N (adsorbed)
 
- H2 (g) ⇌ H2 (adsorbed)
 
- H2 (adsorbed) ⇌ 2 H (adsorbed)
 
- N (adsorbed) + 3 H(adsorbed) ⇌ NH3 (adsorbed)
 
- NH3 (adsorbed) ⇌ NH3 (g)
 
 
 
 
- In the gas phase: rocket engines[12]
 
- The industrial synthesis such as ammonia in the Haber–Bosch process (depicted right) takes place through a succession of equilibrium steps including adsorption processes
 
- Atmospheric chemistry
 
- Seawater and other natural waters: chemical oceanography
 
- Distribution between two phases
 
- Acid–base equilibria: acid dissociation constant, hydrolysis, buffer solutions, indicators, acid–base homeostasis
 
- Metal–ligand complexation: sequestering agents, chelation therapy, MRI contrast reagents, Schlenk equilibrium
 
- Adduct formation: host–guest chemistry, supramolecular chemistry, molecular recognition, dinitrogen tetroxide
 
- In certain oscillating reactions, the approach to equilibrium is not asymptotically but in the form of a damped oscillation .[10]
 
- The related Nernst equation in electrochemistry gives the difference in electrode potential as a function of redox concentrations.
 
- When molecules on each side of the equilibrium are able to further 
react irreversibly in secondary reactions, the final product ratio is 
determined according to the Curtin–Hammett principle.
 
In these applications, terms such as stability constant, formation 
constant, binding constant, affinity constant, association/dissociation 
constant are used. In biochemistry, it is common to give units for 
binding constants, which serve to define the concentration units used 
when the constant’s value was determined.
Composition of a mixture
When
 the only equilibrium is that of the formation of a 1:1 adduct as the 
composition of a mixture, there are any number of ways that the 
composition of a mixture can be calculated. For example, see 
ICE table for a traditional method of calculating the pH of a solution of a weak acid.
There are three approaches to the general calculation of the composition of a mixture at equilibrium.
- The most basic approach is to manipulate the various equilibrium 
constants until the desired concentrations are expressed in terms of 
measured equilibrium constants (equivalent to measuring chemical 
potentials) and initial conditions.
 
- Minimize the Gibbs energy of the system.[13][14]
 
- Satisfy the equation of mass balance.
 The equations of mass balance are simply statements that demonstrate 
that the total concentration of each reactant must be constant by the 
law of conservation of mass.
 
Mass-balance equations
In general, the calculations are rather complicated or complex. For instance, in the case of a dibasic acid, H
2A dissolved in water the two reactants can be specified as the 
conjugate base, A
2−, and the 
proton, H
+. The following equations of mass-balance could apply equally well to a base such as 
1,2-diaminoethane, in which case the base itself is designated as the reactant A:
![{\displaystyle T_{\mathrm {A} }=\mathrm {[A]+[HA]+[H_{2}A]} \,}](https://wikimedia.org/api/rest_v1/media/math/render/svg/b4caf4ff0552bd0430f4b305b3b92c05aef15aa2)
![{\displaystyle T_{\mathrm {H} }=\mathrm {[H]+[HA]+2[H_{2}A]-[OH]} \,}](https://wikimedia.org/api/rest_v1/media/math/render/svg/094ecf5d3e87ba5a02d744835486f24086804cfc)
With T
A the total concentration of species A. Note that it
 is customary to omit the ionic charges when writing and using these 
equations.
When the equilibrium constants are known and the total concentrations
 are specified there are two equations in two unknown "free 
concentrations" [A] and [H]. This follows from the fact that [HA] = 
β1[A][H], [H
2A] = 
β2[A][H]
2 and [OH] = 
Kw[H]
−1
![{\displaystyle T_{\mathrm {A} }=\mathrm {[A]} +\beta _{1}\mathrm {[A][H]} +\beta _{2}\mathrm {[A][H]} ^{2}\,}](https://wikimedia.org/api/rest_v1/media/math/render/svg/f6ae376d767bfb698f8d771a8aa374366c647255)
![{\displaystyle T_{\mathrm {H} }=\mathrm {[H]} +\beta _{1}\mathrm {[A][H]} +2\beta _{2}\mathrm {[A][H]} ^{2}-K_{w}[\mathrm {H} ]^{-1}\,}](https://wikimedia.org/api/rest_v1/media/math/render/svg/25502da2d24e51d7cb6c53782a5392673c4b0819)
so the concentrations of the "complexes" are calculated from the free
 concentrations and the equilibrium constants. General expressions 
applicable to all systems with two reagents, A and B would be
![{\displaystyle T_{\mathrm {A} }=[\mathrm {A} ]+\sum _{i}p_{i}\beta _{i}[\mathrm {A} ]^{p_{i}}[\mathrm {B} ]^{q_{i}}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/de4c20306740d1b3f30387f17ac264b500d313b8)
![{\displaystyle T_{\mathrm {B} }=[\mathrm {B} ]+\sum _{i}q_{i}\beta _{i}[\mathrm {A} ]^{p_{i}}[\mathrm {B} ]^{q_{i}}}](https://wikimedia.org/api/rest_v1/media/math/render/svg/4c9dea321370bf3d5b01364cfed9dbe3c941ce31)
It is easy to see how this can be extended to three or more reagents.
Polybasic acids
The composition of solutions containing reactants A and H is easy to calculate as a function of 
p[H]. When [H] is known, the free concentration [A] is calculated from the mass-balance equation in A.
The diagram alongside, shows an example of the hydrolysis of the 
aluminium Lewis acid Al
3+(aq)[15] shows the species concentrations for a 5 × 10
−6 M solution of an aluminium salt as a function of pH. Each concentration is shown as a percentage of the total aluminium.
Solution and precipitation
The diagram above illustrates the point that a 
precipitate
 that is not one of the main species in the solution equilibrium may be 
formed. At pH just below 5.5 the main species present in a 5 μM solution
 of Al
3+ are 
aluminium hydroxides Al(OH)
2+, 
AlOH+
2 and 
Al
13(OH)7+
32, but on raising the pH 
Al(OH)3 precipitates from the solution. This occurs because Al(OH)
3 has a very large 
lattice energy. As the pH rises more and more Al(OH)
3 comes out of solution. This is an example of 
Le Châtelier's principle
 in action: Increasing the concentration of the hydroxide ion causes 
more aluminium hydroxide to precipitate, which removes hydroxide from 
the solution. When the hydroxide concentration becomes sufficiently high
 the soluble aluminate, 
Al(OH)−
4, is formed.
Another common instance where precipitation occurs is when a metal 
cation interacts with an anionic ligand to form an electrically neutral 
complex. If the complex is 
hydrophobic, it will precipitate out of water. This occurs with the 
nickel ion Ni
2+ and 
dimethylglyoxime, (dmgH
2): in this case the lattice energy of the solid is not particularly large, but it greatly exceeds the energy of 
solvation of the molecule Ni(dmgH)
2.
Minimization of Gibbs energy
At equilibrium, at a specified temperature and pressure, the Gibbs energy 
G is at a minimum:

For a closed system, no particles may enter or leave, although they 
may combine in various ways. The total number of atoms of each element 
will remain constant. This means that the minimization above must be 
subjected to the constraints:

where 
aij is the number of atoms of element 
i in molecule 
j and 
b0
i is the total number of atoms of element 
i, which is a constant, since the system is closed. If there are a total of 
k types of atoms in the system, then there will be 
k such equations. If ions are involved, an additional row is added to the a
ij matrix specifying the respective charge on each molecule which will sum to zero.
This is a standard problem in 
optimisation, known as 
constrained minimisation. The most common method of solving it is using the method of 
Lagrange multipliers, also known as 
undetermined multipliers (though other methods may be used).
Define:

where the 
λi are the Lagrange multipliers, one for each element. This allows each of the 
Nj and 
λj to be treated independently, and it can be shown using the tools of 
multivariate calculus that the equilibrium condition is given by


(For proof see 
Lagrange multipliers.) This is a set of (
m + 
k) equations in (
m + 
k) unknowns (the 
Nj and the 
λi) and may, therefore, be solved for the equilibrium concentrations 
Nj as long as the chemical potentials are known as functions of the concentrations at the given temperature and pressure. (See 
Thermodynamic databases for pure substances.) Note that the second equation is just the initial constraints for minimization.
This method of calculating equilibrium chemical concentrations is 
useful for systems with a large number of different molecules. The use 
of 
k atomic element conservation equations for the mass 
constraint is straightforward, and replaces the use of the 
stoichiometric coefficient equations.
[12].
 The results are consistent with those specified by chemical equations. 
For example, if equilibrium is specified by a single chemical equation: 
[16],

where ν
j is the stochiometric coefficient for the 
j th molecule (negative for reactants, positive for products) and 
Rj is the symbol for the 
j th molecule, a properly balanced equation will obey:

Multiplying the first equilibrium condition by ν
j yields

As above, defining ΔG

which will be zero at equilibrium.