Cellular noise - Revision history

en>Yobot: WP:CHECKWIKI error fixes using AWB (10093)

2014-05-05T13:48:26Z

WP:CHECKWIKI error fixes using AWB (10093)

← Older revision		Revision as of 15:48, 5 May 2014
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	In [[mathematics]] and [[physics]], the '''hybrid Monte Carlo''' algorithm, also known as '''Hamiltonian Monte Carlo''', is a [[Markov chain Monte Carlo]] method for obtaining a sequence of [[Sampling (statistics)\|random samples]] from ~~a [[probability distribution]] for which direct sampling is difficult. This sequence can be used to approximate the distribution (i.e., to generate a histogram)~~, ~~or to compute an [[integral]] (such as an [[expected value]]).~~		Metallurgist Frederick from Unionville, spends time with passions including football, semenax and home brewing. Will shortly embark on a contiki voyage that will contain visiting the Tsodilo.<br><br>Feel free to surf to my blog post; [http://buysemenax.co/semenax-work/ buy semenax]

	It differs from the [[Metropolis–Hastings algorithm]] by reducing the correlation between successive states sampled by using a [[Hamiltonian mechanics\|Hamiltonian]] evolution between states and additionally by targeting states with ~~a higher acceptance criteria the observed probability distribution. This causes it to converge more quickly to the absolute probability distribution. It was devised by Simon Duane, A.D. Kennedy~~, ~~Brian Pendleton~~ and ~~Duncan Roweth in 1987~~.<ref>{{cite journal\|last=Duane\|first=Simon\|coauthors=A.D. Kennedy, Brian J. Pendleton, and Duncan, Roweth\|title=Hybrid Monte Carlo\|journal=Physics Letters B\|date=3\|year=1987\|month=September\|volume=195\|issue=2\|pages=216–222\|accessdate=21 June 2011\|url=http://www.sciencedirect.com/science/article/pii/037026938791197X\|doi=10.1016/0370-2693(87)91197-X }}</ref> It proposes a ~~state based on an arbitrary choice function <math>P_c</math>, which dictates~~ the ~~probability of choosing any state~~ <~~math~~>i<~~/math~~> ~~and then accepts or rejects the proposed state with probability~~

	~~<center><math>\min\left(1,\frac{P_s(i)P_c(i \rightarrow j)}{P_s(j)P_c(j \rightarrow i)}\right)</math>,</center>~~

	~~this acceptance criteria has the convenient property of maintaining [~~[~~detailed balance]] for any <math>P_c</math>.~~

	~~== Notes ==~~
	~~{{Reflist}}~~

	~~== References ==~~
	* {{cite book
	~~\|last=Neal~~
	~~\|first=Radford M~~
	~~\|title=Handbook of Markov Chain Monte Carlo~~
	~~\|year=2011~~
	~~\|publisher=Chapman and Hall/CRC~~
	~~\|isbn=0470177934~~
	~~\|editor=Steve Brooks, Andrew Gelman, Galin L. Jones, and Xiao-Li Meng~~
	~~\|chapter=MCMC Using Hamiltonian Dynamics~~
	~~\|chapter-url=~~http://~~www~~.~~mcmchandbook.net~~/~~HandbookChapter5.pdf}}~~

	~~[[Category:Monte Carlo methods]~~]

en>Rjwilmsi: /* References */journal cites, added 2 PMIDs, added 2 PMCs using AWB (9711)

2013-11-24T17:37:53Z

References: journal cites, added 2 PMIDs, added 2 PMCs using AWB (9711)

← Older revision		Revision as of 19:37, 24 November 2013
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	~~http://tinyurl.com/ly4koh3~~, [~~http://tinyurl~~.~~com/ly4koh3 http://tinyurl~~.~~com/ly4koh3~~]. ~~Her er det folk vil ha denne sesongen, og hvis nok av dem~~ [~~http://Bbc~~.Co.~~uk/search/?q=%C3%B8nsker ønsker] det~~, ~~vil det være en liste~~. ~~Marc Jacobs lyse gul paljett belegge var tilbake bestilles i tre størrelser på SoHo butikken~~. ~~En lilla bonde bluse på Yves Saint Laurent utsolgt i løpet av dager på New York boutique i juli~~, ~~og når en forsendelse ankom i oktober de ble alle solgt til kunder på en liste~~. ~~De mellomsåle har en hvit skygge alongwith tannkjøtt yttersåle~~. ~~Dette balanserer helt fargevalget på dette paret~~. [http://www.~~dailymail~~.~~Co.uk~~/~~home~~/~~search.html?sel=site&searchPhrase~~=~~Din+praksis Din praksis] klær plante enhet, skjønt, air max 90 trenere, ikke for det ærefulle Karakteristisk modulen~~.<br><br>J'tadore petite Soeurette de farge. Becauz 'Jeg er tout seul. Y a personne Besinnd mee. Il est donc Contemporain de Leibowitz. På sait peu de choses sur lui sinon que c'tait un Savant qui avait perfectionn les armes grce auxquelles l'Homme avait dtruit la sivilisasjonen. Au cours de l'Age de la Forenkling les survivants avaient tu les politiciens, techniciens et Scientifiques. Mine familiemedlemmer er alt inkludert. Og de sender oss MBT sko. Da jeg satt på MBT Sport Sko trenere rødt skinn for damer, jeg oppleve litt maladjusrment, men det virkelig er ofte en balanse.<br><br>~~Mikhal Cholokhov est n au village de Kroujlinine~~, prs de Vechenskaa, dans la rgion du Don, no 1905 Son pre est un modeste paysan d'origine russe et sa mre est d'origine ukrainienne, illettre et Veuve dun Cosaque. Il doit interrompre ses grader no 1918 no raison de la Guerre Civile qui en atteint la rgion du Don. Lin snart å være legendariske strek var bare tre kamper gammel med gjennomsnitt på 25,3 poeng og 8,3 assists i ~~seire over Nets, startet Utah og Washington whenMorey besvare forespørsler og erta på Twitter, der han er en semiregular deltaker. Fans dultet etter tegn på anger. Morey demurred~~ i ~~starten~~, ~~erkjenner at Lin var «en veldig god spiller, men at .~~<br><br>~~Jeanne d'Arc (ne le 5 ou le 6 Janvier 1412 et morte le 30 mai 1431), surnommela Pucelle d'Orlans, est une figur emblmatique de l'histoire de France~~. ~~Elle mena les tropper franaises contre les armes Anglaises~~, ~~mais fut finale fange et mise au bcher APRS un procs no hrsie. Fille de Jacques d'Arc et d'Isabelle Roma~~, ~~elle faisait partie d'une famille de Cinq enfants: Jeanne, Jacques, Catherine, Jean et Pier ...~~ L~~'hiver dernier, Nike en publi la nuit R FL CHISSANT sp ciale helle cr eh le reflet Nike Free Run 3 s rie et VAPORFLASHJACKET lancement, enthousiaste, mis no Vente quelques jours på en ruptur de lager~~. ~~Nike redoubler d'innsats~~, ~~sous le couvert DU th meg Olympiques de Londres cette ann e pour l 'quipe nationale er ricaine helle cr eh un effet r fl chissant Nike Air Max 90 m mes r perkusjon extraordinaires~~. ~~Entreprendre cette R FL CHISSANT matte Riau r fl chissant super Populaire pluss tard, NIKEiD galement joindre la MLE, et en lanc une s lection personnalis e de AIRFORCE1iD matte Riau r fl chissant~~ ..		In [[mathematics]] and [[physics]], the '''hybrid Monte Carlo''' algorithm, also known as '''Hamiltonian Monte Carlo''', is a [[Markov chain Monte Carlo]] method for obtaining a sequence of [[Sampling (statistics)\|random samples]] from a [[probability distribution]] for which direct sampling is difficult. This sequence can be used to approximate the distribution (i.e., to generate a histogram), or to compute an [[integral]] (such as an [[expected value]]).

			It differs from the [[Metropolis–Hastings algorithm]] by reducing the correlation between successive states sampled by using a [[Hamiltonian mechanics\|Hamiltonian]] evolution between states and additionally by targeting states with a higher acceptance criteria the observed probability distribution. This causes it to converge more quickly to the absolute probability distribution. It was devised by Simon Duane, A.D. Kennedy, Brian Pendleton and Duncan Roweth in 1987.<ref>{{cite journal\|last=Duane\|first=Simon\|coauthors=A.D. Kennedy, Brian J. Pendleton, and Duncan, Roweth\|title=Hybrid Monte Carlo\|journal=Physics Letters B\|date=3\|year=1987\|month=September\|volume=195\|issue=2\|pages=216–222\|accessdate=21 June 2011\|url=http://www.sciencedirect.com/science/article/pii/037026938791197X\|doi=10.1016/0370-2693(87)91197-X }}</ref> It proposes a state based on an arbitrary choice function <math>P_c</math>, which dictates the probability of choosing any state <math>i</math> and then accepts or rejects the proposed state with probability

			<center><math>\min\left(1,\frac{P_s(i)P_c(i \rightarrow j)}{P_s(j)P_c(j \rightarrow i)}\right)</math>,</center>

			this acceptance criteria has the convenient property of maintaining [[detailed balance]] for any <math>P_c</math>.

			== Notes ==
			{{Reflist}}

			== References ==
			* {{cite book
			\|last=Neal
			\|first=Radford M
			\|title=Handbook of Markov Chain Monte Carlo
			\|year=2011
			\|publisher=Chapman and Hall/CRC
			\|isbn=0470177934
			\|editor=Steve Brooks, Andrew Gelman, Galin L. Jones, and Xiao-Li Meng
			\|chapter=MCMC Using Hamiltonian Dynamics
			\|chapter-url=http://www.mcmchandbook.net/HandbookChapter5.pdf}}

			[[Category:Monte Carlo methods]]

en>Michael Hardy: /* Definitions */

2012-09-01T18:29:20Z

Definitions

New page

http://tinyurl.com/ly4koh3, [http://tinyurl.com/ly4koh3 http://tinyurl.com/ly4koh3]. Her er det folk vil ha denne sesongen, og hvis nok av dem [http://Bbc.Co.uk/search/?q=%C3%B8nsker ønsker] det, vil det være en liste. Marc Jacobs lyse gul paljett belegge var tilbake bestilles i tre størrelser på SoHo butikken. En lilla bonde bluse på Yves Saint Laurent utsolgt i løpet av dager på New York boutique i juli, og når en forsendelse ankom i oktober de ble alle solgt til kunder på en liste. De mellomsåle har en hvit skygge alongwith tannkjøtt yttersåle. Dette balanserer helt fargevalget på dette paret. [http://www.dailymail.Co.uk/home/search.html?sel=site&searchPhrase=Din+praksis Din praksis] klær plante enhet, skjønt, air max 90 trenere, ikke for det ærefulle Karakteristisk modulen. J'tadore petite Soeurette de farge. Becauz 'Jeg er tout seul. Y a personne Besinnd mee. Il est donc Contemporain de Leibowitz. På sait peu de choses sur lui sinon que c'tait un Savant qui avait perfectionn les armes grce auxquelles l'Homme avait dtruit la sivilisasjonen. Au cours de l'Age de la Forenkling les survivants avaient tu les politiciens, techniciens et Scientifiques. Mine familiemedlemmer er alt inkludert. Og de sender oss MBT sko. Da jeg satt på MBT Sport Sko trenere rødt skinn for damer, jeg oppleve litt maladjusrment, men det virkelig er ofte en balanse. Mikhal Cholokhov est n au village de Kroujlinine, prs de Vechenskaa, dans la rgion du Don, no 1905 Son pre est un modeste paysan d'origine russe et sa mre est d'origine ukrainienne, illettre et Veuve dun Cosaque. Il doit interrompre ses grader no 1918 no raison de la Guerre Civile qui en atteint la rgion du Don. Lin snart å være legendariske strek var bare tre kamper gammel med gjennomsnitt på 25,3 poeng og 8,3 assists i seire over Nets, startet Utah og Washington whenMorey besvare forespørsler og erta på Twitter, der han er en semiregular deltaker. Fans dultet etter tegn på anger. Morey demurred i starten, erkjenner at Lin var «en veldig god spiller, men at . Jeanne d'Arc (ne le 5 ou le 6 Janvier 1412 et morte le 30 mai 1431), surnommela Pucelle d'Orlans, est une figur emblmatique de l'histoire de France. Elle mena les tropper franaises contre les armes Anglaises, mais fut finale fange et mise au bcher APRS un procs no hrsie. Fille de Jacques d'Arc et d'Isabelle Roma, elle faisait partie d'une famille de Cinq enfants: Jeanne, Jacques, Catherine, Jean et Pier ... L'hiver dernier, Nike en publi la nuit R FL CHISSANT sp ciale helle cr eh le reflet Nike Free Run 3 s rie et VAPORFLASHJACKET lancement, enthousiaste, mis no Vente quelques jours på en ruptur de lager. Nike redoubler d'innsats, sous le couvert DU th meg Olympiques de Londres cette ann e pour l 'quipe nationale er ricaine helle cr eh un effet r fl chissant Nike Air Max 90 m mes r perkusjon extraordinaires. Entreprendre cette R FL CHISSANT matte Riau r fl chissant super Populaire pluss tard, NIKEiD galement joindre la MLE, et en lanc une s lection personnalis e de AIRFORCE1iD matte Riau r fl chissant ..