Extreme physical information

Extreme physical information

Extreme physical information (EPI) is a principle, first described and formulated in 1998 Frieden, B. Roy "Physics from Fisher Information: A Unification ", 1st Ed. Cambridge University Press, ISBN 0-521-63167-X, pp328, 1998 ( [ref name="Frieden6"] shows 2nd Ed.)] by B. Roy Frieden, Emeritus Professor of Optical Sciences at the University of Arizona, that states, the precipitation of scientific laws can be derived through Fisher information, taking the form of differential equations and probability distribution functions.

Introduction

Physicist John Archibald Wheeler stated that:"All things physical are information-theoretic in origin and this is a participatory universe... Observer participancy gives rise to information; and information gives rise to physics." By using Fisher information, in particular the loss "I" - "J" incurred during observation, the EPI principle provides a powerful new approach for deriving laws governing many aspects of nature and human society. EPI can be seen as an extension of information theory that encompasses much theoretical physics and chemistry. Examples include the Schrödinger wave equation and the Maxwell-Boltzmann distribution law. EPI has been used to derive a number of fundamental laws of physics Frieden, B.R. & Hughes, R.J., "Spectral 1/f noise derived from extremized physical information", "Phys. Rev. E" 49, 2644, 1994] Frieden, B.R. & Soffer, B.H., "Lagrangians of physics and the game of Fisher-information transfer", "Phys. Rev. E" 52, 2274, 1995] , biologyFrieden, B.R., & Plastino, A. & Soffer, B.H., "Population genetics from an information perspective", "J. Theor. Biol." 208, 49-64, 2001] , the biophysics of cancer growth Frieden, B.R. & Gatenby, R.A. - "Information dynamics in carcinogenesis and tumor growth", "Mutat. Res." 568, 259, 2004] ,chemistry, and economics Hawkins, R.J. & Frieden, B.R. & D'Anna, J.L. - "Ab initio yield curve dynamics", "Phys. Lett. A" 344, 317, 2005] . EPI can also be seen as a game against nature, first proposed by Charles S. Peirce. The approach does require prior knowledge of an appropriate invariance principle or data.

EPI principle

The EPI principle builds on the well known idea that the observation of a "source" phenomenon is never completely accurate. That is, information present in the source is inevitably lost when observing the source. Moreover, the random errors that contaminate the observations are presumed to define the probability distribution function of the source phenomenon. That is, "the physics lies in the fluctuations." The information loss is postulated to be an extreme value. Thus, if the Fisher information in the data is mathcal{I}, and the Fisher information in the source is mathcal{J}, the EPI principle states that:

:mathcal{I}-mathcal{J}=mathrm {Extremum}

The extremum for most situations is a minimum, meaning that there is a comforting tendency for any observation to describe its source faithfully.

References

*Frieden, B.R - "Fisher information as the basis for the Schrödinger wave equation", Am. J. Physics 57, 1004-1008, 1989
*Frieden, B.R - "Fisher information, disorder, and the equilibrium distributions of physics", Phys. Rev. A 41, 4265-4276, 1990
*Frieden, B.R - "Estimation of distribution laws, and physical laws, by a principle of extremized physical information", Physica A 198, 262-338, 1993
*Frieden, B.R - "Physics from Fisher Information", Mathematics Today 37, 115-119, 2001
*Frieden, B.R. & Gatenby, R.A. - "Power laws of complex systems from extreme physical information", "Phys. Rev. E" 72, 036101, 2005
*Frieden, B.R. & Soffer, B.H. - "Information-theoretic significance of the Wigner distribution", "Phys. Rev. A", to be published 2006

Books

*Frieden, B. Roy - "Physics from Fisher Information: A Unification ", 1st Ed. Cambridge University Press, ISBN 0-521-63167-X, pp328, 1998
*Frieden, B. Roy - "Science from Fisher Information: A Unification ", 2nd Ed. Cambridge University Press, ISBN 0-521-00911-1, pp502, 2004
*Frieden, B.R. & Gatenby, R.A. eds. - "Exploratory Data Analysis Using Fisher Information", Springer-Verlag (in press), pp358, 2006

Recent papers using EPI

*Gatenby, Robert A. & Frieden, B. Roy - "Application of Information Theory and Extreme Physical Information to Carcinogenesis",:Cancer Research 62, 3675-3684, July 1, 2002:http://cancerres.aacrjournals.org/cgi/content/full/62/13/3675

*Chimento,L.P. & Pennini, F. & Plastino, A. - “Naudts-like duality and the Extreme Fisher information principle”, :Phs. Rev. E 62, 7462-7465, 2000:http://prola.aps.org/abstract/PRE/v62/i5/p7462_1subj: statistical mechanics

*Nagy, A. - “Fisher information in density functional theory,”, J. Chem. Phys. 119, 9401-9405, 2003:http://scitation.aip.org/getabs/servlet/GetabsServlet?prog=normal&id=JCPSA6000119000018009401000001&idtype=cvips&gifs=yes:Subj: The Euler equation of density functional theory is derived using EPI.

*Anton, M. & Weisen, H. & Dutch, M.J. - “X-ray tomography on the TCV tokamak”, :Plasma Phys. Control. Fusion 38, 1849-1878, 1996:http://ej.iop.org/links/q80/fVFo+Bx3KRlwd6qcdU2Saw/p61101.pdf

*Mlynar, J. & Bertalot, L. - “Neutron spectra unfolding with minimum Fisher regularization”:http://pos.sissa.it/archive/conferences/025/063/FNDA2006_063.pdf:Subj: Diagnosis of plasma shape within the tokamak fusion machine using reconstructions based upon EPI.

*Venkatesan, Ravi. - “Information encryption using a Fisher-Schrödinger Model”,:Presented at 6th International Conference on Complex Systems (ICCS) June, 2006:Boston, MA Full paper is in Frieden and Gatenby, 2006:http://necsi.org/community/wiki/index.php/ICCS06/235:Subj: Encryption, secure transmission using EPI, in particular game aspect.

*Fath B.D. & Cabezas, H. & CW Pawlowski - “Exergy and Fisher information as ecological indices”,:Ecological Modeling 174, 25-35, 2004 - CW 2003:http://zp9vv3zm2k.scholar.serialssolutions.com/sid=google&auinit=BD&aulast=Fath&atitle=Exergy+and+Fisher+Information+as+ecological+indices&id=doi:10.1016/j.ecolmodel.2003.12.045 :Subj: monitoring of the environment for species diversity

*Yolles. M.I. - “Knowledge Cybernetics: A New Metaphor for Social Collectives”, 2005:http://isce.edu/ISCE_Group_Site/web-content/ISCE%20Events/Christchurch_2005/Papers/Yolles.pdf:Subj: Information-based approaches to knowledge management.

*Venkatesan, R.C. - “Invariant Extreme Physical Information and Fuzzy Clustering”, Proc. SPIE Symposium on Defense & Security, :Intelligent Computing: Theory and Applications II, Priddy, K. L. ed, Volume 5421, pp. 48-57, Orlando, FL, 2004:http://spiedl.aip.org/getpdf/servlet/GetPDFServlet?filetype=pdf&id=PSISDG005421000001000048000001&idtype=cvips&prog=normal
*Ménard, Michel. & Eboueya, Michel. - "Extreme physical information and objective function in fuzzy clustering", :Fuzzy Sets and Systems 128(3): 285-303, 2002:http://www.sciencedirect.com/science?_ob=MImg&_imagekey=B6V05-45SR1TJ-1-1&_cdi=5637&_user=56761&_orig=na&_coverDate=06%2F162F2002&_sk=998719996&view=c&wchp=dGLbVlz-zSkWb&md5=4280259595b947a7b560f634f47de5c4&ie=/sdarticle.pdf

*Ménard,Michel. & Dardignac, Pierre-André. & Chibelushi, Claude C. - "Non-extensive thermostatistics and :extreme physical information for fuzzy clustering (invited paper)", IJCC, 2 (4): 1-63, 2004:http://www.yangsky.us/ijcc/pdf/ijcc241.pdf

ee also

*Digital physics
*Physical information

External links

*B. Roy Frieden, " [http://www.optics.arizona.edu/Frieden/Fisher_Information.htm Fisher Information, a New Paradigm for Science: Introduction, Uncertainty principles, Wave equations, Ideas of Escher, Kant, Plato and Wheeler.] " This essay is continually revised in the light of ongoing research using EPI.
* [http://www.cscs.umich.edu/~crshalizi/reviews/physics-from-fisher-info/ The Bactra Review] A critical review of the first edition of "Science from Fisher Information" (2nd ed. listed above), and on EPI in general.
* [http://www.siam.org/pdf/news/659.pdf Unexpected Union - Physics and Fisher Information] : An uncritical review of the same book and an introduction to EPI from [http://www.siam.org/news/news.php?issue=0033.06 SIAM News Vol 33 #6; July 17, 2000]


Wikimedia Foundation. 2010.

Игры ⚽ Нужен реферат?

Look at other dictionaries:

  • Physical information — In physics, physical information refers generally to the information that is contained in a physical system. Its usage in quantum mechanics (i.e. quantum information) is important, for example in the concept of quantum entanglement to describe… …   Wikipedia

  • Extreme Ghostbusters — Genre Sci Fi / Mystery / Action / Comedy Format Animated series …   Wikipedia

  • Information pollution — is the spread of superfluous, useless or harmful information via the internet or other communications mediums. There are many aspects of information pollution. Information overload Anchor|Information overload Information overload refers to the… …   Wikipedia

  • Extreme pornography — is a term introduced by the UK Government in Part 5, section 63 of the Criminal Justice and Immigration Act 2008 [http://www.opsi.gov.uk/acts/acts2008/ukpga 20080004 en 1] , which will make possession of such images a criminal offence. It refers… …   Wikipedia

  • Physical Sciences — ▪ 2009 Introduction Scientists discovered a new family of superconducting materials and obtained unique images of individual hydrogen atoms and of a multiple exoplanet system. Europe completed the Large Hadron Collider, and China and India took… …   Universalium

  • information processing — Acquisition, recording, organization, retrieval, display, and dissemination of information. Today the term usually refers to computer based operations. Information processing consists of locating and capturing information, using software to… …   Universalium

  • Extreme points of Earth — Further information: World record, List of extreme points lists, and Extremes on Earth This is a list of extreme points of Earth, the points that are farther north, south, east or west than, higher or lower in altitude than, or… …   Wikipedia

  • physical science, principles of — Introduction       the procedures and concepts employed by those who study the inorganic world.        physical science, like all the natural sciences, is concerned with describing and relating to one another those experiences of the surrounding… …   Universalium

  • Physical attractiveness — …   Wikipedia

  • Physical exercise — Workout redirects here. For other uses, see Workout (disambiguation). Exercise redirects here. For other uses, see Exercise (disambiguation). Participant in a triathlon at Catoctin Mountain in 2005 Physical exercise is any bodily activity that… …   Wikipedia

Share the article and excerpts

Direct link
Do a right-click on the link above
and select “Copy Link”