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In [[statistical physics]], the '''BBGKY hierarchy''' ('''Bogoliubov–Born–Green–Kirkwood–Yvon hierarchy''', sometimes called '''Bogoliubov hierarchy''') is a set of equations describing the dynamics of a system of a large number of interacting particles. The equation for an ''s''-particle [[distribution function]] (probability density function) in the BBGKY hierarchy includes the (''s''&nbsp;+&nbsp;1)-particle distribution function thus forming a coupled chain of equations. This formal theoretic result is named after [[Nikolay Bogolyubov|Bogoliubov]], [[Max Born|Born]], [[Herbert S. Green|Green]], [[John Gamble Kirkwood|Kirkwood]], and [[Jacques Yvon|Yvon]].
 
==Formulation==
The evolution of an ''N''-particle system is given by the [[Liouville's theorem (Hamiltonian)|Liouville equation]] for the probability density function <math>f_N = f_N(\mathbf{q}_1\dots\mathbf{q}_N, \mathbf{p}_1 \dots \mathbf{p}_N, t)</math> in ''6N'' phase space
:<math>
\frac{\partial f_N}{\partial t} + \sum_{i=1}^N \dot{\mathbf{q}}_i \frac{\partial f_N}{\partial \mathbf{q}_i} + \sum_{i=1}^N \left( - \frac{\partial \Phi_i^{ext}}{\partial \mathbf{q}_i} - \sum_{j=1}^N \frac{\partial \Phi_{ij}}{\partial \mathbf{q}_i} \right) \frac{\partial f_N}{\partial \mathbf{p}_i} = 0.
</math>
 
By integration over part of the variables, the Liouville equation can be transformed into a chain of equations where the first equation connects the evolution of one-particle probability density function with the two-particle probability density  function, second equation connects the two-particle probability density function with the three-particle probability density function, and generally the ''s''-th equation connects the ''s''-particle probability density function <math>f_s = f_s(\mathbf{q}_1\dots\mathbf{q}_s, \mathbf{p}_1 \dots \mathbf{p}_s, t)</math> with the  ''(s+1)''-particle probability density function:
:<math>
\frac{\partial f_s}{\partial t} + \sum_{i=1}^s \dot{\mathbf{q}}_i \frac{\partial f_s}{\partial \mathbf{q}_i} + \sum_{i=1}^s \left( - \frac{\partial \Phi_i^{ext}}{\partial \mathbf{q}_i} - \sum_{j=1}^s \frac{\partial \Phi_{ij}}{\partial \mathbf{q}_i} \right) \frac{\partial f_s}{\partial \mathbf{p}_i} = (N-s) \sum_{i=1}^s \frac{\partial}{\partial \mathbf{p}_i} \int \frac{\partial \Phi_{is+1}}{\partial \mathbf{q}_i}\cdot f_{s+1} \,d\mathbf{q}_{s+1} d\mathbf{p}_{s+1}.
</math>
Here <math>\mathbf{q}_i, \mathbf{p}_i</math> are the coordinates and momentum for ''i''th particle, <math>\Phi^{ext}(\mathbf{q}_i)</math> is the external field potential, and <math>\Phi_{ij}(\mathbf{q}_i, \mathbf{q}_j)</math> is the pair potential for interaction between particles. The equation above for ''s''-particle distribution function is obtained by integration of the Liouville equation over the variables <math>\mathbf{q}_{s+1}\dots\mathbf{q}_N, \mathbf{p}_{s+1} \dots \mathbf{p}_N</math>.  
 
==Physical interpretation and applications==
Schematically, the Liouville equation gives us the time evolution for the whole <math>N</math>-particle system in the form <math>Df_N=0</math>, which expresses an incompressible flow of the probability density in phase space. We then define the reduced distribution functions incrementally by integrating out another particle's degrees of freedom <math>f_s \sim \int f_{s+1}</math>. An equation in the BBGKY hierarchy tells us that the time evolution for such a <math>f_s</math> is consequently given by a Liouville-like equation, but with a correction term that represents force-influence of the N-s suppressed particles
 
:<math>D f_s \propto \text{div}_{\mathbf p} \langle \text{grad}_{\mathbf q}\Phi_{i,s+1}\rangle_{f_{s+1}}.</math>
 
The problem of solving the BBGKY hierarchy of equations is as hard as solving the original Liouville equation, but approximations for the BBGKY hierarchy (which allow truncation of the chain into a finite system of equations) can readily be made. The merit of these equations is that the higher distribution functions <math>f_{s+2},f_{s+3},\dots</math> affect the time evolution of <math>f_s</math> only implicitly via <math>f_{s+1}.</math> Truncation of the BBGKY chain is a common starting point for many applications of kinetic theory that can be used for derivation of classical<ref name="a">{{cite journal|author=[[Nikolay Bogoliubov|N. N. Bogoliubov]]|title=Kinetic Equations|journal=[[JETP|Journal of Experimental and Theoretical Physics]]|volume=16|issue=8|pages=691–702|year=1946|url=|language=Russian}}</ref><ref name="b">{{cite journal|author=[[Nikolay Bogoliubov|N. N. Bogoliubov]]|title=Kinetic Equations|journal=Journal of Physics USSR|volume=10|issue=3|pages=265–274|year=1946|url=}}</ref> or quantum<ref>{{cite journal|author=[[Nikolay Bogoliubov|N. N. Bogoliubov]], [[Kirill Gurov|K. P. Gurov]]|title=Kinetic Equations in Quantum Mechanics|journal=[[JETP|Journal of Experimental and Theoretical Physics]]|volume=17|issue=7|pages=614–628|year=1947|url=|language=Russian}}</ref> kinetic equations. In particular, truncation at the first equation or the first two equations can be used to derive classical and quantum [[Boltzmann equation]]s and the first order corrections to the Boltzmann equations. Other approximations, such as the assumption that the density probability function depends only on the relative distance between the particles or the assumption of the hydrodynamic regime, can also render the BBGKY chain accessible to solution.
 
==Bibliography==
''S''-particle distribution functions were introduced in classical statistical mechanics by J. Yvon in 1935.<ref>[[Jacques Yvon|J. Yvon]] (1935): ''La théorie statistique des fluides et l'équation d'état'' (in French), Actual. Sci. & Indust. № 203 (Paris, Hermann).</ref> The BBGKY hierarchy of equations for ''s''-particle distribution functions was written out and applied to the derivation of kinetic equations by Bogoliubov in the paper received on July, 1945 and published in 1946 in Russian<ref name="a"/> and in English.<ref name="b"/> The kinetic transport theory was considered by Kirkwood in the paper<ref>{{cite journal|author=[[John Gamble Kirkwood|John G. Kirkwood]]|title=The Statistical Mechanical Theory of Transport Processes I. General Theory|journal=[[Journal of Chemical Physics|The Journal of Chemical Physics]]|volume=14|issue=3|pages=180|date=March 1946|doi=10.1063/1.1724117|bibcode = 1946JChPh..14..180K }}</ref> received on October, 1945 and published on March, 1946, and in the subsequent papers.<ref>{{cite journal|author=[[John Gamble Kirkwood|John G. Kirkwood]]|title=The Statistical Mechanical Theory of Transport Processes II. Transport in Gases|journal=[[Journal of Chemical Physics|The Journal of Chemical Physics]]|volume=15|issue=1|pages=72|date=January 1947|doi=10.1063/1.1746292 |bibcode = 1947JChPh..15...72K }}</ref> The first paper by Born and Green considered a general kinetic theory of liquids and was received on February, 1946 and published on 31 December 1946.<ref>{{cite journal|author=[[Max Born|M. Born]] and [[Herbert S. Green|H. S. Green]]|title=A General Kinetic Theory of Liquids I. The Molecular Distribution Functions|journal=Proc. Roy. Soc. A|volume=188|pages=10–18|date=31 December 1946|url=|bibcode = 1946RSPSA.188...10B |doi = 10.1098/rspa.1946.0093 }}</ref>
 
==See also==
*[[Fokker–Planck equation]]
*[[Vlasov equation]]
 
==References==
{{Reflist}}
 
{{DEFAULTSORT:Bbgky Hierarchy}}
<!--Categories-->
[[Category:Statistical mechanics]]
[[Category:Non-equilibrium thermodynamics]]

Revision as of 17:38, 8 November 2013

In statistical physics, the BBGKY hierarchy (Bogoliubov–Born–Green–Kirkwood–Yvon hierarchy, sometimes called Bogoliubov hierarchy) is a set of equations describing the dynamics of a system of a large number of interacting particles. The equation for an s-particle distribution function (probability density function) in the BBGKY hierarchy includes the (s + 1)-particle distribution function thus forming a coupled chain of equations. This formal theoretic result is named after Bogoliubov, Born, Green, Kirkwood, and Yvon.

Formulation

The evolution of an N-particle system is given by the Liouville equation for the probability density function fN=fN(q1qN,p1pN,t) in 6N phase space

fNt+i=1Nq˙ifNqi+i=1N(Φiextqij=1NΦijqi)fNpi=0.

By integration over part of the variables, the Liouville equation can be transformed into a chain of equations where the first equation connects the evolution of one-particle probability density function with the two-particle probability density function, second equation connects the two-particle probability density function with the three-particle probability density function, and generally the s-th equation connects the s-particle probability density function fs=fs(q1qs,p1ps,t) with the (s+1)-particle probability density function:

fst+i=1sq˙ifsqi+i=1s(Φiextqij=1sΦijqi)fspi=(Ns)i=1spiΦis+1qifs+1dqs+1dps+1.

Here qi,pi are the coordinates and momentum for ith particle, Φext(qi) is the external field potential, and Φij(qi,qj) is the pair potential for interaction between particles. The equation above for s-particle distribution function is obtained by integration of the Liouville equation over the variables qs+1qN,ps+1pN.

Physical interpretation and applications

Schematically, the Liouville equation gives us the time evolution for the whole N-particle system in the form DfN=0, which expresses an incompressible flow of the probability density in phase space. We then define the reduced distribution functions incrementally by integrating out another particle's degrees of freedom fsfs+1. An equation in the BBGKY hierarchy tells us that the time evolution for such a fs is consequently given by a Liouville-like equation, but with a correction term that represents force-influence of the N-s suppressed particles

DfsdivpgradqΦi,s+1fs+1.

The problem of solving the BBGKY hierarchy of equations is as hard as solving the original Liouville equation, but approximations for the BBGKY hierarchy (which allow truncation of the chain into a finite system of equations) can readily be made. The merit of these equations is that the higher distribution functions fs+2,fs+3, affect the time evolution of fs only implicitly via fs+1. Truncation of the BBGKY chain is a common starting point for many applications of kinetic theory that can be used for derivation of classical[1][2] or quantum[3] kinetic equations. In particular, truncation at the first equation or the first two equations can be used to derive classical and quantum Boltzmann equations and the first order corrections to the Boltzmann equations. Other approximations, such as the assumption that the density probability function depends only on the relative distance between the particles or the assumption of the hydrodynamic regime, can also render the BBGKY chain accessible to solution.

Bibliography

S-particle distribution functions were introduced in classical statistical mechanics by J. Yvon in 1935.[4] The BBGKY hierarchy of equations for s-particle distribution functions was written out and applied to the derivation of kinetic equations by Bogoliubov in the paper received on July, 1945 and published in 1946 in Russian[1] and in English.[2] The kinetic transport theory was considered by Kirkwood in the paper[5] received on October, 1945 and published on March, 1946, and in the subsequent papers.[6] The first paper by Born and Green considered a general kinetic theory of liquids and was received on February, 1946 and published on 31 December 1946.[7]

See also

References

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    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

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  6. One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

    In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

    Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

    Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

    A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

    There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang
  7. One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

    In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

    Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

    Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

    A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

    There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang