perturbation theory and its applications

Size: px
Start display at page:

Download "perturbation theory and its applications"

Transcription

1 Second-order order guge-nvrnt perturton theory nd ts pplctons (Short revew of my poster presentton) Some detls cn e seen n my poster Kouj Nkmur (Grd. Unv. Adv. Stud. (NAOJ)) References : K.N. Prog. Theor. Phys., (23), 723. (gr-qc/3339). K.N. Prog. Theor. Phys., 3 (25), 43. (gr-qc/424). K.N. Phys. Rev. D 74 (26), 3R. (gr-qc/657). K.N. Prog. Theor. Phys., 7 (27), 7. (gr-qc/658). K.N. preprnt (rxv:84.384[gr-qc]) (+ α)

2 I. Introducton The second order perturton theory n generl reltvty hs very wde physcl motvton. osmologcl perturton theory Expnson lw of nhomogeneous unverse (ck recton effect, vergng prolem) Non-Gussnty n M (eyond WMAP) lck hole perturtons Rdton recton effects due to the grvttonl wve emsson. lose lmt pproxmton of lck hole - lck hole collson (Gleser, et.l (996)) Perturton of str (Neutron str) Rotton pulston couplng (Kojm 997) There re mny physcl stutons to whch hgher order perturton theory should e ppled.

3 However, generl reltvstc perturton theory requres more delcte tretments of guges. It s worthwhle to formulte the hgher order guge nvrnt perturton theory from generl pont of vew. In ths poster presentton, we show Generl frmework of the second-order gugenvrnt perturton theory. (K.N. PTP, (23), 723; d, 3 (25), 43.) Applctons Second-order cosmologcl perturtons (K.N. PRD, 74 (26), 3R; PTP,7 (27), 7; rxv:7.996[gr-qc]; rxv:84.384[gr-qc]. ) Towrd to the pplcton to the rdton recton. (+α) (Ths prt s not complete.)

4 II. Guge degree of freedom n perturtons (Stewrt nd Wlker, PRSL A34 (974), 49.) Guge degree of freedom n generl reltvstc perturtons rses due to generl covrnce. N Physcl spcetme (PS) p Q M ɛ ɛ In ny perturton theores, we lwys tret two spcetmes : Physcl Spcetme (PS); ckground Spcetme (GS). X ɛ p Q δq Φ ɛ = X ɛ Y ɛ Y ɛ q M ckground spcetme (GS) In perturton theores, we lwys wrte equtons lke Through ths equton, we lwys dentfy the ponts Q( p") = Q (p) + ffq(p) on these two spcetmes. Ths dentfcton s clled guge choce n perturton theory.

5 Q X = X Λ ffl Q = Q+ffl$ uq+ Q Y = YΛ ffl Q = Q+ffl$ vq+ 2 ffl2 $ 2 u Q+O(ffl3 ) 2 ffl2 $ 2 v Q+O(ffl3 ) = (X ffl ff Y ffl ) Λ Q = Q + ffl$ ο Q + Q Q Y Q X = $ ο Q X + $ $ο2 A QX ο Guge trnsformton rules of ech order Expnson of guge choces : We ssume tht ech guge choce s n exponentl mp. Φ Λ ffl > 2 ffl2 $2 Q $ο2 O(ffl ) ο (Sonego nd run, MP, 93 (998), 29.) ο = u v; ο 2 = [u; v] Expnson of the vrle : Q = Q + fflq + ffl2 Q 2 + O(ffl 3 ) 2 Order y order guge trnsformton rules : Inspectng these guge trnsformton rules, we develop second-order guge-nvrnt perturton theory. Q 2Y Q 2X = 2$ ο Q X +

6 III. Guge nvrnt vrles metrc perturton : μg metrc on PS : g, metrc on GS : metrc expnson : μg = g + fflh + Our generl frmework of the second-order ffl2 l + O(ffl 3 ) 2 guge nvrnt perturton theory s sed on sngle ssumpton. lner order (ssumpton) : Suppose tht the lner order h perturton s decomposed s h = H + $ X g so tht the vrle nd H re X the guge nvrnt nd the guge vrnt prts of h, respectvely. These vrles re trnsformed s A under the guge Φ trnsformton := X ffl ff Y. ffl Y H X H = YX X X ο Ths s correct n cosmologcl perturtons (see my poster). ffl

7 L = 2 2 YZ X Z = ο + [ο ; X] Φ ; L = 2 Ψ fl j + 2 χ j Second order : Once we ccept the ove ssumpton for the lner order metrc perturton h, we cn lwys decompose the second order metrc perturtons s follows : l l =: L + 2$ X h 2 A X g ; $Z $ where s guge nvrnt L Z prt nd s guge vrnt prt. Under the guge trnsformton the vector Φ ffl := X feld ffl Z s trnsformed s ff Y ffl omponents of guge nvrnt vrle L n cosmologcl perturtons : ν ; L j = 2 2

8 Q := Q $ X () Q Q = Q + $ X ()Q Q = Q + 2$ X Q + :$ Z $ 2 X Perturtons of n rtrry mtter feld Q : Usng guge vrnt prt of the metrc perturton of ech order, guge nvrnt vrles for n rtrry felds Q other thn metrc re defned y Frst order perturton of Q : Second order perturton of Q : 8 < 9 = Q 2$ X Q := Q ; () Q These mples tht ech order perturton of n rtrry feld s lwys decomposed s 8 < 9 = ; () Q : guge nvrnt prt :$ Z $ 2 X : guge vrnt prt

9 ( μρ + μp)μu g c μu c + μpff = E := P := ρ 2$ X $Z $ 2 $Z $ 2 X (u $Z $ 2 X μu = u + ffl U := (u) + 2 ffl2 (u ) $ X u Energy momentum tensor (perfect flud) μρ = ρ + ffl ρ ffl2 + 2 ρ μt T + ffl T + = ffl2 T, 2 μp = p + ffl p ffl2 + 2 p Frst order guge nvrnt vrles (u) := E ρ $ X ρ,, p P := $ X p Second order guge nvrnt vrles ρ A p 2$ X p A p U := ) 2$ X (u u A

10 = (ρ + p)u T E + μg X +2$ U u 2 U u + E + E ff P G U c U c U c Perturtons of Ensten tensor nd Energy momentum tensor Frst order : G = + $ XG [H], = T E + P ff + A + (ρ + p) g H d u c c u + g U c u A dc u U P X T +$ Second order : μg G [L] + G [H; H] = + ρ $Z $ 2 X H c c + g u H u d L d u c 2H f U c f +g cd A + 2(ρ + p) A + U c c A u H c u c + 2 +(ρ + p) A u P A u u + A P P T + $ 2 Z $ X X +2$ T : guge nvrnt prt : guge vrnt prt

11 G = 8ßG (p) T ; p = ; ; 2: IV. Guge Invrnt Ensten equtons We mpose the Ensten equton of ech order, (p) G Then, the Ensten equton of ech order s necessrly gven n terms of guge nvrnt vrles : lner order : second order : [H] = 8ßG T G, G [H; H] = 8ßG T. + [L] We do not hve to cre out guge degree of freedom t lest n the level where we concentrte only on Ensten equtons.

12 E = Φ= 3 2 ( + Φ j 3K) D D j + ( H@ 2 + 3H@ K + 2@ H + H 2 j j D D Φ 2 D D j j 2 nd order Ensten equtons (cosmologcl, sclr modes) components of perturton of the flud four-velocty V A (dx ), D =, V (d ) + v + U := energy densty perturton U = >: A Φ v V ν A Φ v + V ν A >= >; H@ + + 3K 3H 2 4ßG 2 k k 3 pressure perturton k k 3. 4ßG 2 P = velocty perturton H@ j 3K) D D j + ( 2 v = 2@ D Ψ 2HD Φ +D D k k 8ßG (ffl + p)d. trceless prt of the sptl component of Ensten equton k k 3. Ψ D j j D k k 3.

13 V. Towrd the pplcton to the rdton recton prolem v lck hole perturtons The cpture of solr-mss compct ojects y mssve lck holes (glctc centers 6 M sun ) one of the promsng sources of grvttonl wves for LISA. ( GW H H The lck hole perturton (mss M) Perturton prmeter μ=m ο 6 Energy momentum tensor T μν Z ff(4) z(f )) p dz (x μ df g dz ν = μ df df

14 Perturtons n rdton recton prolem To dscuss the rdton recton effect y lck hole perturtons we consder the followng order countng: Energy momentum tensor : (ckground) (Pont prtcle, geodesc) (geodesc + ts devton) = ffl ffl T + ffl2 T 2 T T GW H GW metrc perturtons : (ckground metrc) g (ckground + GW emsson) g + fflh

15 + H X r T +$ H c In terms of guge nvrnt vrles Energy momentum tensor nd equton of moton of ech order s gven s follows : Frst order : Guge nvrnt energy momentum tensor : (energy momentum tensor for pont prtcle) := T $ X T = T T Eq. of moton n guge nvrnt form :»» c r μ T μ r T = H H c c T T r T = = Ths equton gves the geodesc equton round the lck hole.

16 μ μ T r h d 2H c 2H +2$ X h H d H c H μ μ T r dc H c H c + 2H c T h h h $ X $2 X c T (r T h Second order : Guge nvrnt energy momentum tensor : := T 2$ X T T ρ 2 ff $ X Y $ T (Ths descres devtons from geodesc motons.) Eq. of moton n guge nvrnt form : 2$ X T T = r T = h cd 2H h T c 2)H + H H T c H H n o + ) r T = 2H c c + 2H c T c = T H These terms correspond to the self-force. Eq. for the devton from geodesc should e gven n guge nvrnt form, lthough we do not consder the regulrzton, yet. H

17 However, to evlute ths self-force force completely, there re mny prolems whch should e clrfed. Guge nvrnt tretments of perturtons Schwrzschld cse... Prolems n the tretments of l=, modes. No guge nvrnt vrles n l=, modes. (n mny ref.) <----> We hve defned guge-nvrnt vrles for the perturtons wth FRW ckground (specl cse of spherclly symmetrc spcetmes) nd these lso nclude sphercl modes. How should we understnd these consstently. Kerr cse...??? (Newmn-Penrose formulton) Tretments of pont prtcle <---> regulrzton We should clrfy the guge nvrnt tretments of pont prtcle or the regulrzton (or extrcton of tl prt) of the metrc n the guge nvrnt mnner. A systemtc hgher order perturtve expnson lke the post- Newtonn expnson s possle??? (It mght e drem)

18 VI. Summry We hve shown the frmework of the generl reltvstc second order perturtons from generl pont of vew, whch s developed n [K.N., PTP (23), 723; d, 3 (25), 43.]. We hve verfed the frmework n the ove references s pplcle to cosmologcl perturtons. We hve derved the second order Ensten equtons n terms of guge nvrnt vrles defned long ths generl frmework. [K.N., PRD74 (27), 3. gr-qc/658] In ths frmework, we do not specfy nythng out the ckground spcetme nor the physcl menng of the nfntesml prmeter for perturtons. (I hope) Ths frmework wll e pplcle to ny theory n whch generl covrnce s mposed. Ths frmework wll hve very mny pplctons.

19 Lst of pplcton cnddtes Second-order cosmologcl perturton theory (n progress) Ignorng the frst order vector- nd tensor-modes Sngle perfect flud system. (OK) Sngle sclr feld system. (OK) Extenson of our formulton to nclude the frst order vectornd tensor-modes. Sngle perfect flud system (OK) Sngle sclr feld system (OK) Extensons to mperfect flud system (n progress) Extensons to the mult-felds system Extensons to the Ensten-oltzmnn system Nonlner effects n M physcs Rdton recton Prolem sed on the lck hole perturton theory (Just plnnng).

20 Lst of pplcton cnddtes The correspondence etween oservles n experments (oservton) nd guge nvrnt vrles defned here. Ex. The relton etween guge nvrnt vrles nd phse dfference n the lser nterferometer for GW detecton. Post-Mnkowsk expnson lterntve to post Newtonn expnson (post-mnkowsk descrpton of nry system). The second-order perturton of the Ensten tensor s lredy gven!!! ut we hve to specfy the energy momentum tensor of nry system. In prtculr, we hve to tret two-pont prtcle system nd some regulrzton procedures re necessry to tret ths system. etc. There re mny pplctons to whch our formulton should e ppled. I wnt to clrfy these prolems step y step.

21 おわり (END)

22 II. Guge n generl reltvty (R.K. Schs (964).) There re two knds of guge n generl reltvty. The concepts of these two guge re closely relted to the generl covrnce. Generl covrnce : There s no preferred coordnte system n nture. The frst knd guge s coordnte system on sngle spcetme mnfold. The second knd guge ppers n the perturton theory. Ths s pont dentfcton etween the physcl spcetme nd the ckground spcetme. To expln ths second knd guge, we hve to remnd wht we re dong n perturton theory.

23 X ffl Y ffl The guge choce s not unque y vrtue of generl covrnce. Generl covrnce : There s no preferred coordntes n nture (ntutvely). N Physcl spcetme (PS) p Q M ɛ ɛ Guge trnsformton : The chnge of the pont dentfcton mp. X ɛ p Q δq Φ ɛ = X ɛ Y ɛ Y ɛ q M ckground spcetme (GS) Dfferent guge choce :, Representton of physcl vrle : Guge trnsformton : Q X := X Λ ffl Q, Q Y := Y Λ ffl Q ffl := X ffl Φ, Q Y = Φ Λ fflq X X! Y ff Y ffl

24 + + 2 D k χ lk V + 2 D k χ lk 8 D k ν k Source terms n the 2 nd -order Ensten eq. (for exm...) 2 (ffl + p) D v D v 3D k +8ßG := Φ D k 2 2 2H 2 2 Φ 8 @ 3 Φ Φ A 2K Φ A A Φ +HD V 2HD k A 4 Φ Φ V D (k l ν ν l) +3H 2 k ν k ν +8ßG 2 (ffl + p) +D l D k Φ 2HD k χ l ν Dk kl 2 l χ lk χ χ +H kl χ D k lm χ χ ml D [l lm χ lm K) χ lm ( χ Mode couplng : χ k]m 2 : sclr-sclr : sclr-vector : sclr-tensor : vector-vector : vector-tensor : tensor-tensor

25 h = h (d ) (d ) + 2h (d ) ( (dx ) ) + h j (dx ) (dx j D D j 3 fl j h(tl) + 2D A h (TV)j) + h (TT)j ; ( fl j osmologcl perturtons ckground metrc (d ) + (dx ) (dx j ) A (d ) j g = 2 ( ) metrc perturton fl j : metrc on mxmlly symmetrc 3-spce μg g = + + fflh ffl2 l + O(ffl 3 ) 2 decomposton of lner perturton D h (V L) + h (V ) ; D h (V ) = ; h = = 2 h (L) fl j + 2 h (T )j ; h (T ) j h := flj h (T )j ; h (T )j = (TV) ; D h (TT)j = : D h = Unqueness of ths decomposton ---> Exstence of ( + 2K) Green ( + 3K) functons,, : curvture constnt ssocted wth the metrc K

26 X := 2 (T V ) + 2 D h (T H! X := 2 ν := h D X 2H! X H j := 2 2 Ψ + 2 χ j := h j 2D ( X j ) + 2Hfl j X Guge vrnt nd nvrnt vrles of lner order metrc perturton. guge vrnt vrles : X := X (d ) + X (dx ) X := h (V L) 2 h (T L) ; A ; where. A guge nvrnt vrles : YX X X ο ψ H := 2 2 Φ := h 2 j D ν = ; fl χ j = = D χ j (J. rdeen (98)) where : = H X H Y H =

27 おまけ

Rank One Update And the Google Matrix by Al Bernstein Signal Science, LLC

Rank One Update And the Google Matrix by Al Bernstein Signal Science, LLC Introducton Rnk One Updte And the Google Mtrx y Al Bernsten Sgnl Scence, LLC www.sgnlscence.net here re two dfferent wys to perform mtrx multplctons. he frst uses dot product formulton nd the second uses

More information

Strong Gravity and the BKL Conjecture

Strong Gravity and the BKL Conjecture Introducton Strong Grvty nd the BKL Conecture Dvd Slon Penn Stte October 16, 2007 Dvd Slon Strong Grvty nd the BKL Conecture Introducton Outlne The BKL Conecture Ashtekr Vrbles Ksner Sngulrty 1 Introducton

More information

International Journal of Pure and Applied Sciences and Technology

International Journal of Pure and Applied Sciences and Technology Int. J. Pure Appl. Sc. Technol., () (), pp. 44-49 Interntonl Journl of Pure nd Appled Scences nd Technolog ISSN 9-67 Avlle onlne t www.jopst.n Reserch Pper Numercl Soluton for Non-Lner Fredholm Integrl

More information

Multiple view geometry

Multiple view geometry EECS 442 Computer vson Multple vew geometry Perspectve Structure from Moton - Perspectve structure from moton prolem - mgutes - lgerc methods - Fctorzton methods - Bundle djustment - Self-clrton Redng:

More information

Magnetized Dust Fluid Tilted Universe for Perfect. Fluid Distribution in General Relativity

Magnetized Dust Fluid Tilted Universe for Perfect. Fluid Distribution in General Relativity Adv. Studes Theor. Phys., Vol., 008, no. 7, 87-8 Mgnetzed Dust Flud Tlted Unverse for Perfect Flud Dstruton n Generl Reltvty Ghnshym Sngh Rthore Deprtment of Mthemtcs nd Sttstcs, Unversty ollege of Scence,

More information

Many-Body Calculations of the Isotope Shift

Many-Body Calculations of the Isotope Shift Mny-Body Clcultons of the Isotope Shft W. R. Johnson Mrch 11, 1 1 Introducton Atomc energy levels re commonly evluted ssumng tht the nucler mss s nfnte. In ths report, we consder correctons to tomc levels

More information

Lecture 4: Piecewise Cubic Interpolation

Lecture 4: Piecewise Cubic Interpolation Lecture notes on Vrtonl nd Approxmte Methods n Appled Mthemtcs - A Perce UBC Lecture 4: Pecewse Cubc Interpolton Compled 6 August 7 In ths lecture we consder pecewse cubc nterpolton n whch cubc polynoml

More information

Principle Component Analysis

Principle Component Analysis Prncple Component Anlyss Jng Go SUNY Bufflo Why Dmensonlty Reducton? We hve too mny dmensons o reson bout or obtn nsghts from o vsulze oo much nose n the dt Need to reduce them to smller set of fctors

More information

Partially Observable Systems. 1 Partially Observable Markov Decision Process (POMDP) Formalism

Partially Observable Systems. 1 Partially Observable Markov Decision Process (POMDP) Formalism CS294-40 Lernng for Rootcs nd Control Lecture 10-9/30/2008 Lecturer: Peter Aeel Prtlly Oservle Systems Scre: Dvd Nchum Lecture outlne POMDP formlsm Pont-sed vlue terton Glol methods: polytree, enumerton,

More information

CISE 301: Numerical Methods Lecture 5, Topic 4 Least Squares, Curve Fitting

CISE 301: Numerical Methods Lecture 5, Topic 4 Least Squares, Curve Fitting CISE 3: umercl Methods Lecture 5 Topc 4 Lest Squres Curve Fttng Dr. Amr Khouh Term Red Chpter 7 of the tetoo c Khouh CISE3_Topc4_Lest Squre Motvton Gven set of epermentl dt 3 5. 5.9 6.3 The reltonshp etween

More information

ESCI 342 Atmospheric Dynamics I Lesson 1 Vectors and Vector Calculus

ESCI 342 Atmospheric Dynamics I Lesson 1 Vectors and Vector Calculus ESI 34 tmospherc Dnmcs I Lesson 1 Vectors nd Vector lculus Reference: Schum s Outlne Seres: Mthemtcl Hndbook of Formuls nd Tbles Suggested Redng: Mrtn Secton 1 OORDINTE SYSTEMS n orthonorml coordnte sstem

More information

COMPLEX NUMBERS INDEX

COMPLEX NUMBERS INDEX COMPLEX NUMBERS INDEX. The hstory of the complex numers;. The mgnry unt I ;. The Algerc form;. The Guss plne; 5. The trgonometrc form;. The exponentl form; 7. The pplctons of the complex numers. School

More information

Electrochemical Thermodynamics. Interfaces and Energy Conversion

Electrochemical Thermodynamics. Interfaces and Energy Conversion CHE465/865, 2006-3, Lecture 6, 18 th Sep., 2006 Electrochemcl Thermodynmcs Interfces nd Energy Converson Where does the energy contrbuton F zϕ dn come from? Frst lw of thermodynmcs (conservton of energy):

More information

Ruban s Cosmological Modelwith Bulk Stress In General Theory of Relativity

Ruban s Cosmological Modelwith Bulk Stress In General Theory of Relativity IOS Journl of Mthemtcs (IOS-JM e-issn: 78-578, p-issn: 39-765X Volume, Issue Ver IV (Jul - Aug 5, PP 5-33 wwwosrjournlsorg ubn s Cosmologcl Modelwth Bul Stress In Generl heory of eltvty VGMete, VDElr,

More information

2.12 Pull Back, Push Forward and Lie Time Derivatives

2.12 Pull Back, Push Forward and Lie Time Derivatives Secton 2.2 2.2 Pull Bck Push Forwrd nd e me Dertes hs secton s n the mn concerned wth the follown ssue: n oserer ttched to fxed sy Crtesn coordnte system wll see mterl moe nd deform oer tme nd wll osere

More information

Review of linear algebra. Nuno Vasconcelos UCSD

Review of linear algebra. Nuno Vasconcelos UCSD Revew of lner lgebr Nuno Vsconcelos UCSD Vector spces Defnton: vector spce s set H where ddton nd sclr multplcton re defned nd stsf: ) +( + ) (+ )+ 5) λ H 2) + + H 6) 3) H, + 7) λ(λ ) (λλ ) 4) H, - + 8)

More information

UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS. M.Sc. in Economics MICROECONOMIC THEORY I. Problem Set II

UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS. M.Sc. in Economics MICROECONOMIC THEORY I. Problem Set II Mcroeconomc Theory I UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS MSc n Economcs MICROECONOMIC THEORY I Techng: A Lptns (Note: The number of ndctes exercse s dffculty level) ()True or flse? If V( y )

More information

Introduction to Numerical Integration Part II

Introduction to Numerical Integration Part II Introducton to umercl Integrton Prt II CS 75/Mth 75 Brn T. Smth, UM, CS Dept. Sprng, 998 4/9/998 qud_ Intro to Gussn Qudrture s eore, the generl tretment chnges the ntegrton prolem to ndng the ntegrl w

More information

4. Eccentric axial loading, cross-section core

4. Eccentric axial loading, cross-section core . Eccentrc xl lodng, cross-secton core Introducton We re strtng to consder more generl cse when the xl force nd bxl bendng ct smultneousl n the cross-secton of the br. B vrtue of Snt-Vennt s prncple we

More information

Work and Energy (Work Done by a Varying Force)

Work and Energy (Work Done by a Varying Force) Lecture 1 Chpter 7 Physcs I 3.5.14 ork nd Energy (ork Done y Vryng Force) Course weste: http://fculty.uml.edu/andry_dnylov/techng/physcsi Lecture Cpture: http://echo36.uml.edu/dnylov13/physcs1fll.html

More information

LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN FRACTAL HEAT TRANSFER

LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN FRACTAL HEAT TRANSFER Yn, S.-P.: Locl Frctonl Lplce Seres Expnson Method for Dffuson THERMAL SCIENCE, Yer 25, Vol. 9, Suppl., pp. S3-S35 S3 LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN

More information

7.2 Volume. A cross section is the shape we get when cutting straight through an object.

7.2 Volume. A cross section is the shape we get when cutting straight through an object. 7. Volume Let s revew the volume of smple sold, cylnder frst. Cylnder s volume=se re heght. As llustrted n Fgure (). Fgure ( nd (c) re specl cylnders. Fgure () s rght crculr cylnder. Fgure (c) s ox. A

More information

Least squares. Václav Hlaváč. Czech Technical University in Prague

Least squares. Václav Hlaváč. Czech Technical University in Prague Lest squres Václv Hlváč Czech echncl Unversty n Prgue hlvc@fel.cvut.cz http://cmp.felk.cvut.cz/~hlvc Courtesy: Fred Pghn nd J.P. Lews, SIGGRAPH 2007 Course; Outlne 2 Lner regresson Geometry of lest-squres

More information

F(T) Dark Energy Model and SNe Data

F(T) Dark Energy Model and SNe Data Avlble onlne t www.worldscentfcnews.com WSN (5) -6 EISSN 39-9 F() Drk Energy Model nd SNe Dt S. Dvood Sdtn, Amn Anvr b Deprtment of Physcs, Fculty of Bsc Scences, Unversty of Neyshbur, P. O. Box 9387333,

More information

Tilted Plane Symmetric Magnetized Cosmological Models

Tilted Plane Symmetric Magnetized Cosmological Models Tlted Plne Symmetrc Mgnetzed Cosmologcl Models D. D. Pwr # *, V. J. Dgwl @ & Y. S. Solnke & # School of Mthemtcl Scences, Swm Rmnnd Teerth Mrthwd Unversty, Vshnupur, Nnded-0, (Ind) @ Dept. of Mthemtcs,

More information

DCDM BUSINESS SCHOOL NUMERICAL METHODS (COS 233-8) Solutions to Assignment 3. x f(x)

DCDM BUSINESS SCHOOL NUMERICAL METHODS (COS 233-8) Solutions to Assignment 3. x f(x) DCDM BUSINESS SCHOOL NUMEICAL METHODS (COS -8) Solutons to Assgnment Queston Consder the followng dt: 5 f() 8 7 5 () Set up dfference tble through fourth dfferences. (b) Wht s the mnmum degree tht n nterpoltng

More information

Definition of Tracking

Definition of Tracking Trckng Defnton of Trckng Trckng: Generte some conclusons bout the moton of the scene, objects, or the cmer, gven sequence of mges. Knowng ths moton, predct where thngs re gong to project n the net mge,

More information

Nonabelian Dualization of Plane Wave Backgrounds

Nonabelian Dualization of Plane Wave Backgrounds Journl of Modern Physcs 88-95 http://dxdoorg/6/jmp9 Pulshed Onlne Septemer (http://wwwscrporg/journl/jmp) Noneln Dulzton of Plne Wve Bckgrounds Ldslv Hlvtý Mroslv Turek Fculty of Nucler Scences nd Physcl

More information

6. Chemical Potential and the Grand Partition Function

6. Chemical Potential and the Grand Partition Function 6. Chemcl Potentl nd the Grnd Prtton Functon ome Mth Fcts (see ppendx E for detls) If F() s n nlytc functon of stte vrles nd such tht df d pd then t follows: F F p lso snce F p F we cn conclude: p In other

More information

Vectors and Tensors. R. Shankar Subramanian. R. Aris, Vectors, Tensors, and the Equations of Fluid Mechanics, Prentice Hall (1962).

Vectors and Tensors. R. Shankar Subramanian. R. Aris, Vectors, Tensors, and the Equations of Fluid Mechanics, Prentice Hall (1962). 005 Vectors nd Tensors R. Shnkr Subrmnn Good Sources R. rs, Vectors, Tensors, nd the Equtons of Flud Mechncs, Prentce Hll (96). nd ppendces n () R. B. Brd, W. E. Stewrt, nd E. N. Lghtfoot, Trnsport Phenomen,

More information

Chapter Newton-Raphson Method of Solving a Nonlinear Equation

Chapter Newton-Raphson Method of Solving a Nonlinear Equation Chpter.4 Newton-Rphson Method of Solvng Nonlner Equton After redng ths chpter, you should be ble to:. derve the Newton-Rphson method formul,. develop the lgorthm of the Newton-Rphson method,. use the Newton-Rphson

More information

The Study of Lawson Criterion in Fusion Systems for the

The Study of Lawson Criterion in Fusion Systems for the Interntonl Archve of Appled Scences nd Technology Int. Arch. App. Sc. Technol; Vol 6 [] Mrch : -6 Socety of ducton, Ind [ISO9: 8 ertfed Orgnzton] www.soeg.co/st.html OD: IAASA IAAST OLI ISS - 6 PRIT ISS

More information

Symmetries and Conservation Laws in Classical Mechanics

Symmetries and Conservation Laws in Classical Mechanics Symmetres nd Conservton Lws n Clsscl Mechncs Wllm Andrew Astll September 30, 0 Abstrct Ths pper wll provde detled explorton nd explnton of symmetres n clsscl mechncs nd how these symmetres relte to conservton

More information

VECTORS AND TENSORS IV.1.1. INTRODUCTION

VECTORS AND TENSORS IV.1.1. INTRODUCTION Chpter IV Vector nd Tensor Anlyss IV. Vectors nd Tensors Septemer 5, 08 05 IV. VECTORS AND TENSORS IV... INTRODUCTION In mthemtcs nd mechncs, we he to operte wth qunttes whch requre dfferent mthemtcl ojects

More information

Math 497C Sep 17, Curves and Surfaces Fall 2004, PSU

Math 497C Sep 17, Curves and Surfaces Fall 2004, PSU Mth 497C Sep 17, 004 1 Curves nd Surfces Fll 004, PSU Lecture Notes 3 1.8 The generl defnton of curvture; Fox-Mlnor s Theorem Let α: [, b] R n be curve nd P = {t 0,...,t n } be prtton of [, b], then the

More information

Jens Siebel (University of Applied Sciences Kaiserslautern) An Interactive Introduction to Complex Numbers

Jens Siebel (University of Applied Sciences Kaiserslautern) An Interactive Introduction to Complex Numbers Jens Sebel (Unversty of Appled Scences Kserslutern) An Interctve Introducton to Complex Numbers 1. Introducton We know tht some polynoml equtons do not hve ny solutons on R/. Exmple 1.1: Solve x + 1= for

More information

CIS587 - Artificial Intelligence. Uncertainty CIS587 - AI. KB for medical diagnosis. Example.

CIS587 - Artificial Intelligence. Uncertainty CIS587 - AI. KB for medical diagnosis. Example. CIS587 - rtfcl Intellgence Uncertnty K for medcl dgnoss. Exmple. We wnt to uld K system for the dgnoss of pneumon. rolem descrpton: Dsese: pneumon tent symptoms fndngs, l tests: Fever, Cough, leness, WC

More information

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity Int. Journal of Math. Analyss, Vol. 6, 212, no. 22, 195-114 Unqueness of Weak Solutons to the 3D Gnzburg- Landau Model for Superconductvty Jshan Fan Department of Appled Mathematcs Nanjng Forestry Unversty

More information

Katholieke Universiteit Leuven Department of Computer Science

Katholieke Universiteit Leuven Department of Computer Science Updte Rules for Weghted Non-negtve FH*G Fctorzton Peter Peers Phlp Dutré Report CW 440, Aprl 006 Ktholeke Unverstet Leuven Deprtment of Computer Scence Celestjnenln 00A B-3001 Heverlee (Belgum) Updte Rules

More information

Chemical Reaction Engineering

Chemical Reaction Engineering Lecture 20 hemcl Recton Engneerng (RE) s the feld tht studes the rtes nd mechnsms of chemcl rectons nd the desgn of the rectors n whch they tke plce. Lst Lecture Energy Blnce Fundmentls F E F E + Q! 0

More information

Name: SID: Discussion Session:

Name: SID: Discussion Session: Nme: SID: Dscusson Sesson: hemcl Engneerng hermodynmcs -- Fll 008 uesdy, Octoer, 008 Merm I - 70 mnutes 00 onts otl losed Book nd Notes (5 ponts). onsder n del gs wth constnt het cpctes. Indcte whether

More information

LAPLACE TRANSFORM SOLUTION OF THE PROBLEM OF TIME-FRACTIONAL HEAT CONDUCTION IN A TWO-LAYERED SLAB

LAPLACE TRANSFORM SOLUTION OF THE PROBLEM OF TIME-FRACTIONAL HEAT CONDUCTION IN A TWO-LAYERED SLAB Journl of Appled Mthemtcs nd Computtonl Mechncs 5, 4(4), 5-3 www.mcm.pcz.pl p-issn 99-9965 DOI:.75/jmcm.5.4. e-issn 353-588 LAPLACE TRANSFORM SOLUTION OF THE PROBLEM OF TIME-FRACTIONAL HEAT CONDUCTION

More information

A Family of Multivariate Abel Series Distributions. of Order k

A Family of Multivariate Abel Series Distributions. of Order k Appled Mthemtcl Scences, Vol. 2, 2008, no. 45, 2239-2246 A Fmly of Multvrte Abel Seres Dstrbutons of Order k Rupk Gupt & Kshore K. Ds 2 Fculty of Scence & Technology, The Icf Unversty, Agrtl, Trpur, Ind

More information

Fall 2012 Analysis of Experimental Measurements B. Eisenstein/rev. S. Errede. with respect to λ. 1. χ λ χ λ ( ) λ, and thus:

Fall 2012 Analysis of Experimental Measurements B. Eisenstein/rev. S. Errede. with respect to λ. 1. χ λ χ λ ( ) λ, and thus: More on χ nd errors : uppose tht we re fttng for sngle -prmeter, mnmzng: If we epnd The vlue χ ( ( ( ; ( wth respect to. χ n Tlor seres n the vcnt of ts mnmum vlue χ ( mn χ χ χ χ + + + mn mnmzes χ, nd

More information

Torsion, Thermal Effects and Indeterminacy

Torsion, Thermal Effects and Indeterminacy ENDS Note Set 7 F007bn orson, herml Effects nd Indetermncy Deformton n orsonlly Loded Members Ax-symmetrc cross sectons subjected to xl moment or torque wll remn plne nd undstorted. At secton, nternl torque

More information

4 The dynamical FRW universe

4 The dynamical FRW universe 4 The dynmicl FRW universe 4.1 The Einstein equtions Einstein s equtions G µν = T µν (7) relte the expnsion rte (t) to energy distribution in the universe. On the left hnd side is the Einstein tensor which

More information

Affine and Riemannian Connections

Affine and Riemannian Connections Affne and Remannan Connectons Semnar Remannan Geometry Summer Term 2015 Prof Dr Anna Wenhard and Dr Gye-Seon Lee Jakob Ullmann Notaton: X(M) space of smooth vector felds on M D(M) space of smooth functons

More information

6 Roots of Equations: Open Methods

6 Roots of Equations: Open Methods HK Km Slghtly modfed 3//9, /8/6 Frstly wrtten t Mrch 5 6 Roots of Equtons: Open Methods Smple Fed-Pont Iterton Newton-Rphson Secnt Methods MATLAB Functon: fzero Polynomls Cse Study: Ppe Frcton Brcketng

More information

Chapter 5 Supplemental Text Material R S T. ij i j ij ijk

Chapter 5 Supplemental Text Material R S T. ij i j ij ijk Chpter 5 Supplementl Text Mterl 5-. Expected Men Squres n the Two-fctor Fctorl Consder the two-fctor fxed effects model y = µ + τ + β + ( τβ) + ε k R S T =,,, =,,, k =,,, n gven s Equton (5-) n the textook.

More information

Investigation phase in case of Bragg coupling

Investigation phase in case of Bragg coupling Journl of Th-Qr Unversty No.3 Vol.4 December/008 Investgton phse n cse of Brgg couplng Hder K. Mouhmd Deprtment of Physcs, College of Scence, Th-Qr, Unv. Mouhmd H. Abdullh Deprtment of Physcs, College

More information

Announcements. Image Formation: Outline. The course. Image Formation and Cameras (cont.)

Announcements. Image Formation: Outline. The course. Image Formation and Cameras (cont.) nnouncements Imge Formton nd Cmers (cont.) ssgnment : Cmer & Lenses, gd Trnsformtons, nd Homogrph wll be posted lter tod. CSE 5 Lecture 5 CS5, Fll CS5, Fll CS5, Fll The course rt : The phscs of mgng rt

More information

Remember: Project Proposals are due April 11.

Remember: Project Proposals are due April 11. Bonformtcs ecture Notes Announcements Remember: Project Proposls re due Aprl. Clss 22 Aprl 4, 2002 A. Hdden Mrov Models. Defntons Emple - Consder the emple we tled bout n clss lst tme wth the cons. However,

More information

Haddow s Experiment:

Haddow s Experiment: schemtc drwng of Hddow's expermentl set-up movng pston non-contctng moton sensor bems of sprng steel poston vres to djust frequences blocks of sold steel shker Hddow s Experment: terr frm Theoretcl nd

More information

Second-order gauge-invariant cosmological perturbation theory: --- Recent development and problems ---

Second-order gauge-invariant cosmological perturbation theory: --- Recent development and problems --- Second-order gauge-invariant cosmological perturbation theory: --- Recent development and problems --- Kouji Nakamura (NAOJ) with Masa-Katsu Fujimoto (NAOJ) References : K.N. Prog. Theor. Phys., 110 (2003),

More information

MA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp.

MA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp. MA123, Chpter 1: Formuls for integrls: integrls, ntiderivtives, nd the Fundmentl Theorem of Clculus (pp. 27-233, Gootmn) Chpter Gols: Assignments: Understnd the sttement of the Fundmentl Theorem of Clculus.

More information

Chemical Reaction Engineering

Chemical Reaction Engineering Lecture 20 hemcl Recton Engneerng (RE) s the feld tht studes the rtes nd mechnsms of chemcl rectons nd the desgn of the rectors n whch they tke plce. Lst Lecture Energy Blnce Fundmentls F 0 E 0 F E Q W

More information

set is not closed under matrix [ multiplication, ] and does not form a group.

set is not closed under matrix [ multiplication, ] and does not form a group. Prolem 2.3: Which of the following collections of 2 2 mtrices with rel entries form groups under [ mtrix ] multipliction? i) Those of the form for which c d 2 Answer: The set of such mtrices is not closed

More information

Demand. Demand and Comparative Statics. Graphically. Marshallian Demand. ECON 370: Microeconomic Theory Summer 2004 Rice University Stanley Gilbert

Demand. Demand and Comparative Statics. Graphically. Marshallian Demand. ECON 370: Microeconomic Theory Summer 2004 Rice University Stanley Gilbert Demnd Demnd nd Comrtve Sttcs ECON 370: Mcroeconomc Theory Summer 004 Rce Unversty Stnley Glbert Usng the tools we hve develoed u to ths ont, we cn now determne demnd for n ndvdul consumer We seek demnd

More information

ψ ij has the eigenvalue

ψ ij has the eigenvalue Moller Plesset Perturbton Theory In Moller-Plesset (MP) perturbton theory one tes the unperturbed Hmltonn for n tom or molecule s the sum of the one prtcle Foc opertors H F() where the egenfunctons of

More information

REGULARIZATION IN QUANTUM GAUGE THEORY OF GRAVITATION WITH DE SITTER INNER SYMMETRY

REGULARIZATION IN QUANTUM GAUGE THEORY OF GRAVITATION WITH DE SITTER INNER SYMMETRY THEORETICAL PHYSICS REGULARIZATION IN QUANTUM GAUGE THEORY OF GRAVITATION WITH DE SITTER INNER SYMMETRY V. CHIRIÞOIU 1, G. ZET 1 Poltehn Unversty Tmºor, Tehnl Physs Deprtment, Romn E-ml: vorel.hrtou@et.upt.ro

More information

The Number of Rows which Equal Certain Row

The Number of Rows which Equal Certain Row Interntonl Journl of Algebr, Vol 5, 011, no 30, 1481-1488 he Number of Rows whch Equl Certn Row Ahmd Hbl Deprtment of mthemtcs Fcult of Scences Dmscus unverst Dmscus, Sr hblhmd1@gmlcom Abstrct Let be X

More information

PART 1: VECTOR & TENSOR ANALYSIS

PART 1: VECTOR & TENSOR ANALYSIS PART : VECTOR & TENSOR ANALYSIS wth LINEAR ALGEBRA Obectves Introduce the concepts, theores, nd opertonl mplementton of vectors, nd more generlly tensors, n dvnced engneerng nlyss. The emphss s on geometrc

More information

Chemistry 163B Absolute Entropies and Entropy of Mixing

Chemistry 163B Absolute Entropies and Entropy of Mixing Chemstry 163 Wnter 1 Hndouts for hrd Lw nd Entropy of Mxng (del gs, dstngushle molecules) PPENDIX : H f, G f, U S (no Δ, no su f ) Chemstry 163 solute Entropes nd Entropy of Mxng Hº f Gº f Sº 1 hrd Lw

More information

Effects of polarization on the reflected wave

Effects of polarization on the reflected wave Lecture Notes. L Ros PPLIED OPTICS Effects of polrzton on the reflected wve Ref: The Feynmn Lectures on Physcs, Vol-I, Secton 33-6 Plne of ncdence Z Plne of nterfce Fg. 1 Y Y r 1 Glss r 1 Glss Fg. Reflecton

More information

Geometric Correction or Georeferencing

Geometric Correction or Georeferencing Geoetrc Correcton or Georeferencng GEOREFERENCING: fro ge to p Coordntes on erth: (λ, φ) ge: (, ) p: (, ) rel nteger Trnsfortons (nvolvng deforton): erth-to-ge: χ erth-to-p: ψ (crtogrphc proecton) ge-to-p:

More information

Inelastic electron tunneling through a vibrational modulated barrier in STM

Inelastic electron tunneling through a vibrational modulated barrier in STM Romnn Reports n Physcs, olume 55, Numer 4, P. 47 58, 3 Inelstc electron tunnelng through vrtonl modulted rrer n SM P. udu culty of Physcs, Unversty of uchrest, PO ox MG, Mgurele, Romn strct: Usng mny ody

More information

Mechanics Physics 151

Mechanics Physics 151 Mechancs Physcs 151 Lecture 3 Lagrange s Equatons (Goldsten Chapter 1) Hamlton s Prncple (Chapter 2) What We Dd Last Tme! Dscussed mult-partcle systems! Internal and external forces! Laws of acton and

More information

Effect of Uniform Horizontal Magnetic Field on Thermal Convection in a Rotating Fluid Saturating a Porous Medium

Effect of Uniform Horizontal Magnetic Field on Thermal Convection in a Rotating Fluid Saturating a Porous Medium Journl of Computer nd Mthemtcl Scences, Vol.8, 576-588 Novemer 07 An Interntonl Reserch Journl, www.compmth-journl.org 576 ISSN 0976-577 rnt ISSN 9-8 Onlne Effect of Unform Horzontl Mgnetc Feld on Therml

More information

Designing Information Devices and Systems I Spring 2018 Homework 7

Designing Information Devices and Systems I Spring 2018 Homework 7 EECS 16A Designing Informtion Devices nd Systems I Spring 2018 omework 7 This homework is due Mrch 12, 2018, t 23:59. Self-grdes re due Mrch 15, 2018, t 23:59. Sumission Formt Your homework sumission should

More information

Lecture 36. Finite Element Methods

Lecture 36. Finite Element Methods CE 60: Numercl Methods Lecture 36 Fnte Element Methods Course Coordntor: Dr. Suresh A. Krth, Assocte Professor, Deprtment of Cvl Engneerng, IIT Guwht. In the lst clss, we dscussed on the ppromte methods

More information

THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR

THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR REVUE D ANALYSE NUMÉRIQUE ET DE THÉORIE DE L APPROXIMATION Tome 32, N o 1, 2003, pp 11 20 THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR TEODORA CĂTINAŞ Abstrct We extend the Sheprd opertor by

More information

Mathematical Preparations

Mathematical Preparations 1 Introducton Mathematcal Preparatons The theory of relatvty was developed to explan experments whch studed the propagaton of electromagnetc radaton n movng coordnate systems. Wthn expermental error the

More information

Optimality of Strategies for Collapsing Expanded Random Variables In a Simple Random Sample Ed Stanek

Optimality of Strategies for Collapsing Expanded Random Variables In a Simple Random Sample Ed Stanek Optmlt of Strteges for Collpsg Expe Rom Vrles Smple Rom Smple E Stek troucto We revew the propertes of prectors of ler comtos of rom vrles se o rom vrles su-spce of the orgl rom vrles prtculr, we ttempt

More information

Numerical Solution of Linear Fredholm Fuzzy Integral Equations by Modified Homotopy Perturbation Method

Numerical Solution of Linear Fredholm Fuzzy Integral Equations by Modified Homotopy Perturbation Method Austrln Journl of Bsc nd Appled Scences, 4(): 646-643, ISS 99-878 umercl Soluton of Lner Fredholm Fuzzy Integrl Equtons y Modfed Homotopy Perturton Method S.M. Khorsn Ksr, M. Khezerloo, 3 M.H. Dogn Aghcheghloo

More information

Before we can begin Ch. 3 on Radicals, we need to be familiar with perfect squares, cubes, etc. Try and do as many as you can without a calculator!!!

Before we can begin Ch. 3 on Radicals, we need to be familiar with perfect squares, cubes, etc. Try and do as many as you can without a calculator!!! Nme: Algebr II Honors Pre-Chpter Homework Before we cn begin Ch on Rdicls, we need to be fmilir with perfect squres, cubes, etc Try nd do s mny s you cn without clcultor!!! n The nth root of n n Be ble

More information

Zbus 1.0 Introduction The Zbus is the inverse of the Ybus, i.e., (1) Since we know that

Zbus 1.0 Introduction The Zbus is the inverse of the Ybus, i.e., (1) Since we know that us. Introducton he us s the nverse of the us,.e., () Snce we now tht nd therefore then I V () V I () V I (4) So us reltes the nodl current njectons to the nodl voltges, s seen n (4). In developng the power

More information

INTRODUCTION TO COMPLEX NUMBERS

INTRODUCTION TO COMPLEX NUMBERS INTRODUCTION TO COMPLEX NUMBERS The numers -4, -3, -, -1, 0, 1,, 3, 4 represent the negtve nd postve rel numers termed ntegers. As one frst lerns n mddle school they cn e thought of s unt dstnce spced

More information

Three views of mechanics

Three views of mechanics Three vews of mechancs John Hubbard, n L. Gross s course February 1, 211 1 Introducton A mechancal system s manfold wth a Remannan metrc K : T M R called knetc energy and a functon V : M R called potental

More information

Review of Gaussian Quadrature method

Review of Gaussian Quadrature method Review of Gussin Qudrture method Nsser M. Asi Spring 006 compiled on Sundy Decemer 1, 017 t 09:1 PM 1 The prolem To find numericl vlue for the integrl of rel vlued function of rel vrile over specific rnge

More information

The practical version

The practical version Roerto s Notes on Integrl Clculus Chpter 4: Definite integrls nd the FTC Section 7 The Fundmentl Theorem of Clculus: The prcticl version Wht you need to know lredy: The theoreticl version of the FTC. Wht

More information

Parse trees, ambiguity, and Chomsky normal form

Parse trees, ambiguity, and Chomsky normal form Prse trees, miguity, nd Chomsky norml form In this lecture we will discuss few importnt notions connected with contextfree grmmrs, including prse trees, miguity, nd specil form for context-free grmmrs

More information

Chapter Newton-Raphson Method of Solving a Nonlinear Equation

Chapter Newton-Raphson Method of Solving a Nonlinear Equation Chpter 0.04 Newton-Rphson Method o Solvng Nonlner Equton Ater redng ths chpter, you should be ble to:. derve the Newton-Rphson method ormul,. develop the lgorthm o the Newton-Rphson method,. use the Newton-Rphson

More information

Lagrangian Field Theory

Lagrangian Field Theory Lagrangan Feld Theory Adam Lott PHY 391 Aprl 6, 017 1 Introducton Ths paper s a summary of Chapter of Mandl and Shaw s Quantum Feld Theory [1]. The frst thng to do s to fx the notaton. For the most part,

More information

An Ising model on 2-D image

An Ising model on 2-D image School o Coputer Scence Approte Inerence: Loopy Bele Propgton nd vrnts Prolstc Grphcl Models 0-708 Lecture 4, ov 7, 007 Receptor A Knse C Gene G Receptor B Knse D Knse E 3 4 5 TF F 6 Gene H 7 8 Hetunndn

More information

PHYS 4390: GENERAL RELATIVITY LECTURE 6: TENSOR CALCULUS

PHYS 4390: GENERAL RELATIVITY LECTURE 6: TENSOR CALCULUS PHYS 4390: GENERAL RELATIVITY LECTURE 6: TENSOR CALCULUS To strt on tensor clculus, we need to define differentition on mnifold.a good question to sk is if the prtil derivtive of tensor tensor on mnifold?

More information

Physics 121 Sample Common Exam 2 Rev2 NOTE: ANSWERS ARE ON PAGE 7. Instructions:

Physics 121 Sample Common Exam 2 Rev2 NOTE: ANSWERS ARE ON PAGE 7. Instructions: Physcs 121 Smple Common Exm 2 Rev2 NOTE: ANSWERS ARE ON PAGE 7 Nme (Prnt): 4 Dgt ID: Secton: Instructons: Answer ll 27 multple choce questons. You my need to do some clculton. Answer ech queston on the

More information

2.4 Linear Inequalities and Interval Notation

2.4 Linear Inequalities and Interval Notation .4 Liner Inequlities nd Intervl Nottion We wnt to solve equtions tht hve n inequlity symol insted of n equl sign. There re four inequlity symols tht we will look t: Less thn , Less thn or

More information

FUNDAMENTALS ON ALGEBRA MATRICES AND DETERMINANTS

FUNDAMENTALS ON ALGEBRA MATRICES AND DETERMINANTS Dol Bgyoko (0 FUNDAMENTALS ON ALGEBRA MATRICES AND DETERMINANTS Introducton Expressons of the form P(x o + x + x + + n x n re clled polynomls The coeffcents o,, n re ndependent of x nd the exponents 0,,,

More information

Quiz: Experimental Physics Lab-I

Quiz: Experimental Physics Lab-I Mxmum Mrks: 18 Totl tme llowed: 35 mn Quz: Expermentl Physcs Lb-I Nme: Roll no: Attempt ll questons. 1. In n experment, bll of mss 100 g s dropped from heght of 65 cm nto the snd contner, the mpct s clled

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the

More information

4 VECTORS. 4.0 Introduction. Objectives. Activity 1

4 VECTORS. 4.0 Introduction. Objectives. Activity 1 4 VECTRS Chpter 4 Vectors jectives fter studying this chpter you should understnd the difference etween vectors nd sclrs; e le to find the mgnitude nd direction of vector; e le to dd vectors, nd multiply

More information

Gravitation explained

Gravitation explained Grvtton explned I dscovered new Grvtton theory whch breks the wll of Plnck scle! Abstrct My Nobel Prze - Dscoveres To oscllte photons need energy, tht s why they emt Grvtons wth negtve energy nd negtve

More information

Perfect Fluid Cosmological Model in the Frame Work Lyra s Manifold

Perfect Fluid Cosmological Model in the Frame Work Lyra s Manifold Prespacetme Journal December 06 Volume 7 Issue 6 pp. 095-099 Pund, A. M. & Avachar, G.., Perfect Flud Cosmologcal Model n the Frame Work Lyra s Manfold Perfect Flud Cosmologcal Model n the Frame Work Lyra

More information

Finslerian Nonholonomic Frame For Matsumoto (α,β)-metric

Finslerian Nonholonomic Frame For Matsumoto (α,β)-metric Internatonal Journal of Mathematcs and Statstcs Inventon (IJMSI) E-ISSN: 2321 4767 P-ISSN: 2321-4759 ǁ Volume 2 ǁ Issue 3 ǁ March 2014 ǁ PP-73-77 Fnsleran Nonholonomc Frame For Matsumoto (α,)-metrc Mallkarjuna

More information

Modeling Labor Supply through Duality and the Slutsky Equation

Modeling Labor Supply through Duality and the Slutsky Equation Interntonl Journl of Economc Scences nd Appled Reserch 3 : 111-1 Modelng Lor Supply through Dulty nd the Slutsky Equton Ivn Ivnov 1 nd Jul Dorev Astrct In the present pper n nlyss of the neo-clsscl optmzton

More information

Surface maps into free groups

Surface maps into free groups Surfce mps into free groups lden Wlker Novemer 10, 2014 Free groups wedge X of two circles: Set F = π 1 (X ) =,. We write cpitl letters for inverse, so = 1. e.g. () 1 = Commuttors Let x nd y e loops. The

More information

Riemann Sums and Riemann Integrals

Riemann Sums and Riemann Integrals Riemnn Sums nd Riemnn Integrls Jmes K. Peterson Deprtment of Biologicl Sciences nd Deprtment of Mthemticl Sciences Clemson University August 26, 2013 Outline 1 Riemnn Sums 2 Riemnn Integrls 3 Properties

More information

Causal Diamonds. M. Aghili, L. Bombelli, B. Pilgrim

Causal Diamonds. M. Aghili, L. Bombelli, B. Pilgrim Causal Damonds M. Aghl, L. Bombell, B. Plgrm Introducton The correcton to volume of a causal nterval due to curvature of spacetme has been done by Myrhem [] and recently by Gbbons & Solodukhn [] and later

More information

Publication 2006/01. Transport Equations in Incompressible. Lars Davidson

Publication 2006/01. Transport Equations in Incompressible. Lars Davidson Publcaton 2006/01 Transport Equatons n Incompressble URANS and LES Lars Davdson Dvson of Flud Dynamcs Department of Appled Mechancs Chalmers Unversty of Technology Göteborg, Sweden, May 2006 Transport

More information

Homework Assignment 6 Solution Set

Homework Assignment 6 Solution Set Homework Assignment 6 Solution Set PHYCS 440 Mrch, 004 Prolem (Griffiths 4.6 One wy to find the energy is to find the E nd D fields everywhere nd then integrte the energy density for those fields. We know

More information