Antti J. Niemi y. P.O. Box 803, S-75108, Uppsala, Sweden z. and. Research Institute for Theoretical Physics. Pirjo Pasanen

Size: px
Start display at page:

Download "Antti J. Niemi y. P.O. Box 803, S-75108, Uppsala, Sweden z. and. Research Institute for Theoretical Physics. Pirjo Pasanen"

Transcription

1 UU-ITP HU-TFT hep-th/ ON QUANTUM COHOMOLOGY AND DYNAMICAL SYSTEMS Antti J. Niemi y Deprtment of Theoreticl Physics, Uppsl University P.O. Box 803, S-7508, Uppsl, Sweden z nd Reserch Institute for Theoreticl Physics P.O.Box 9, FIN-0004 University of Helsinki, Finlnd Pirjo Psnen Reserch Institute for Theoreticl Physics P.O. Box 9, FIN-0004 University of Helsinki, Finlnd We investigte spects of quntum cohomology nd Floer cohomology in the context of generic clssicl Hmiltonin system. In prticulr, we show tht Floer's instnton eqution is relted to quntum Euler chrcter in the quntum cohomology dened by topologicl nonliner -model. This reltion is n innite dimensionl nlogy with the reltion between Poincre-Hopf nd Guss-Bonnet-Chern formule in clssicl Morse theory. By pplying locliztion techniques to functionl integrls we then show tht for Khler mnifold this quntum Euler chrcter lso coincides with the Euler chrcter determined by the derhm cohomology of the trget spce. Our results re consistent with the Arnold conjecture which estimtes periodic solutions to clssicl Hmilton's equtions in terms of derhm cohomology of the phse spce. z permnent ddress y Supported by Gorn Gustfsson Foundtion for Science nd Medicine nd by NFR Grnt F-AA/FU E-mil: NIEMI@TETHIS.TEORFYS.UU.SE E-mil: PIRJO.PASANEN@HELSINKI.FI

2 The methods of quntum eld theory tht were originlly developed to understnd prticle physics, hve since proven useful lso in sttisticl physics. Recently it hs been noticed tht these methods could even be succesfully pplied to clssicl Hmiltonin dynmics. There, one of the intriguing open problems is the Arnold conjecture [], [2] which sttes, tht on compct phse spce the number of periodic solutions to Hmilton's equtions is bounded from below by the sum of Betti numbers. In this Letter we shll be interested in developing functionl integrl techniques to ddress issues such s the Arnold conjecture. In prticulr, we rgue tht the methods of topologicl quntum eld theories when combined with functionl locliztion techniques pper quite eective lso in the cse of clssicl dynmicl systems. We shll consider Hmilton's equtions on phse spce which is compct symplectic mnifold X with locl coordintes.we re interested in T -periodic trjectories tht solve Hmilton's equtions, i.e. re criticl points of the clssicl ction S cl = T 0 d(# _ H(; )) () Here # re components of the symplectic potentil corresponding to the symplectic two-form! = d#. We ssume tht the Hmiltonin depends explicitly on time in T -periodic mnner H(; 0) = H(; T ), so tht energy is not necessrily conserved. Hmilton's equtions re _! b H(; ) = _ X H =0 (2) with T -periodic boundry condition (0) = (T ). Without ny loss of generlity we shll ssume tht such periodic solutions re nondegenerte. When energy is conserved so tht H does not hve explicit dependence on ech criticl point ofhgenertes trivilly T -periodic trjectory. According to the clssicl Morse theory their number is bounded from below by the sum of Betti numbers on X nd consequently Arnold's conjecture is vlid: f #periodic trjectories g X B k = X dim H k (X; R) (3) However, if H depends explicitly on time so tht energy is not conserved, the criticl points of H do not solve (2) nd the methods of nite dimensionl Morse theory re no longer pplicble. In order to show tht (3) nevertheless remins vlid we need n innite dimensionl generliztion of Morse theory. Unfortuntely this is not very esy: There is no minimum for (), nd periodic solutions of (2) re sddle points of

3 () with n innite Morse index. Due to such diculties, for explicitly -dependent Hmiltonins the conjecture hs only been proven in certin specil cses [2]. In the pproch to Arnold conjecture developed by Floer [3], [2] one strts by dening grdient ow in the spce of closed loops (0) = = gb S cl b (4) where g b is Riemnnin metric on X. Using this metric nd the symplectic two-form! b we set I b = g c! cb Since I ci c b = (4) becomes b this denes n lmost complex structure on the mnifold X + I b@ b H(; ): (5) This eqution is dened on cylinder S R with locl coordintes nd. It describes the ow ofloops() onx, nd the bounded orbits tend symptoticlly to the periodic solutions of Hmilton's eqution (2). Using (5), Floer constructs complex with the solutions to (2) being the vertices nd the trjectories (5), so-clled pseudo-holomorphic instntons, connecting them s the edges. He proves tht for generic Hmiltonin the cohomology of this complex is in fct independent of H(; ). Subsequently Witten [4] found tht Floer's cohomology hs connections to quntum cohomology which is generted by the quntum ground sttes of topologicl -model. Using the more generl Novikov ring structure Sdov [5] then estblished tht these two cohomologies in fct coincide. According to the Arnold conjecture (3) these cohomologies should lso be intimtely connected with the stndrd derhm cohomology of the underlying phse spce. Witten's quntum cohomology is bsed on solutions of Cuchy-Riemnn equtions for holomorphic + I b@ b =0 (6) This corresponds to the (denegerte) specil cse of (5) with H = 0, which is not generic from the point of view of Hmiltonin dynmics. Consequently it is not cler how the topologicl -model, even if it describes Floer's cohomology, could be pplied to understnd Arnold's conjecture. For this, one needs to extend the topologicl - model so tht it ccounts for n rbitrry nontrivil Hmiltonin H(; ). Such issues hve been ddressed by Sdov [5]. In the present Letter we shll continue his work 2

4 by explining how functionl integrls nd locliztion techniques, when pplied to the topologicl -model, cn be used to derive Morse-theoretic reltions for generic Hmiltonin system. In prticulr, we shll explin how the stndrd, nite dimensionl De Rhm cohomology reltes to quntum cohomology by studying n innite dimensionl version of Poincre-Hopf nd Guss-Bonnet-Chern formul for (5). Topologicl -model [4] is theory of mps from Riemnn surfce with metric nd lmost complex structure to mnifold X with Riemnnin metric g b nd lmost complex structure I b.we ssume tht the lmost complex structures re both comptible with the metrics, so tht for exmple on X we hveg b = I c I d bg cd. Moreover, if we hve D c I b=@ c I b+ cd I d b d cb I d =0 (7) I b is n integrble complex structure nd g b is Khler. However, in the following we do not necessrily ssume (7). The bsic elds re mps :!X; =::: dim X, which correspond to locl coordintes on X. Anticommuting elds re sections of TX, the pullbck of the tngent bundle of X. Anticommuting elds ; ( =;2), re one-forms on with vlues on TX, so they re sections of the bundle E = TX T. Commuting uxiliry elds F re sections of the sme bundle s. Becuse the rnk of E is innitely bigger thn dimension of the spce of mps from to X we restrict to subbundle, the self-dul prt E +. This mens tht nd F constrint both stisfy the self-dulity = I b b (8) The elds hve grding which t the clssicl level corresponds to bosonic symmetry with chrges 0; ; ; 0 for ; ; nd F, respectively. The ction of topologicl -model cn be constructed in the following wy: Consider nilpotent fermionic opertor ~ Q of degree ~Q = d 2 x " i (x) (x) + F (x) (x) constructed from the elds of the theory where summtion over lwys implies n integrtion over = (x) ; = # (x) : + F ; (9) 3

5 This we identify s dierentil opertor d + in the superspce dened on the complex (E) (E). Here E mens tht the coordintes nticommute. Now introduce cnonicl conjugtion of ~ Q Q = e ~ Qe = ~ Q + f ~ Q;g+ 2 ff ~ Q;g;g+ (0) The cohomologies dened by the opertors ~ Q nd Q re the sme, nd we still hve Q 2 = 0. A suitble conjugtion is dened by where = i c b ( = bc F () : 2 D c I b); In coordinte free lnguge this cn be written s = ^ b = ^ b E = b 2 DI b i(; ^) with being connection -form nd d denoting the bsis of -forms on the spce of mps! X. Notice tht the covrint derivtive of the self-dul sub-bundle E + cn be written using the modied connection A strightforwrd clcultion gives Q = or in short Here c d b F i c b ( bc D + = 2 [d + ^ +(d+^) I]: 2 D c I b) if b c ( bc R bcd + 2 D d I e bd c I e + 2 I e br ecd Q = i( ;@)+(F +i^;) i(f^;) 2 ^R = d^ +^^^ 2 (^R; ): 2 D c I b) 2 I er e bcd is the Riemnn curvture 2-form corresponding to the connection ^ b. In components, ^R b 2 = ( 2 R b 4 DIe bdi e) + 4 ( I er e b I e br e ) : () 4

6 This opertor Q is exctly the sme s in [4] when we tke into ccount the self-dulity condition (8) for nd F. We shll be interested in cohomologicl ctions of the form S = fq; g (2) Such ctions re utomticlly invrint under the BRST-trnsformtion generted by Q nd consequently the prtition function = [d ][ df ][ d ][ ]eis (3) should remin invrint under rbitrry locl vritions of. If we select =(; s) 4 (; F ) = g b s b where s [] is section of E nd is prmeter, we get S = " i D c(g b s b ) c + F g bs b + 6 D ci ed d I e b c d b 8 R bcd c d b 4 g b F b ; (4) i 2 b D ci b c g d s d 4 F F # : (5) specilizing to s [] =@ nd = then gives the usul ction [4] of topologicl -model. Since the prtition function (3) is (formlly) invrint under locl vritions of we conclude tht it must be independent of. Indeed, if we eliminte the uxiliry eld F, the prtition function yields n innite dimensionl version of the Mthi- Quillen formlism [6], [7]: In this formlism, one hs section of bundle E over the mnifold X, nd n (ordinry) integrl over X of the so clled Thom clss MQ = X dexp [ 4 (; ) ir R]: (6) 4 This integrl is independent of, nd s! 0 it loclizes to nite dimensionl integrl over the moduli spce M of solutions to the eqution = 0. On the other hnd, s!(6) is nothing but the integrl of the Pfn of the curvture which is the sme s the Euler chrcter of the bundle. The integrl (6) thus yields n interpoltion between the Poincre-Hopf nd Guss-Bonnet-Chern formule. 5

7 In the present cse, elimintion of the uxiliry eld F gives n innite dimensionl functionl integrl version of the Mthi-Quillen formlism: Using () the ction becomes S = 4 (s + I bs b )(s + I b s ) b # 4 ^R bcd c d b i 2 D c(s + I bs b ) c which is clerly of the sme functionl form s the integrnd tht ppers in (6), the relevnt bundle being E + nd the section (7) = s + I bs b (8) Thus we my view (3) s n innite dimensionl version of the integrl of the Thom clss (6). Since (3) is (formlly) independent of, we cn consider its!limit. According to the nite dimensionl Mthi-Quillen formlism, this limit should be relted to the Euler chrcter of the functionl spce. For this, we specilize the world-sheet to be torus with coordintes nd such tht the metric is unit mtrix with comptible complex structure = the prtition function evlutes to! = =. In the!limit we then nd tht [d ][ d ] Pf( ^R b ): (9) At lest formlly, this is the Euler chrcter of the innite dimensionl bundle E +.In prticulr, ll dependence on T hs vnished from the lst integrl, it only depends on the Euler chrcter of TX. Formlly, this innite dimensionl quntity is topologicl invrint nd s such does not depend on how we choose the connection. It is the Euler chrcter in the quntum cohomology dened by the quntum ground sttes of the topologicl -model, nd counts the dierence in the number of bosonic vcu (even forms) nd fermionic vcu (odd forms) in the quntum theory. In nlogy with nite dimensionl Morse theory, we next relte the (forml) innite dimensionl Euler chrcter (9) to n lternting sum over criticl points of functionl describing the Floer cohomology. For this we consider the limit! 0, gin on torus with locl coordintes ;. As! 0, the integrl obviously concentrtes round the zeroes of s + I bs b 6

8 For simplicity we shll ssume tht these zeroes re non-degenerte. (A generliztion to the degenerte cse is strightforwrd, see for exmple [8].) Let 0 be such tht [ 0 ] = 0 nd write = 0 + ^. In the bsence of degenercies, the rst term in the c ( )^ c + O(^ 2 ) does not vnish. The corresponding expnsion of the ction is S = + 4 i 2 g b@ c ( ) c i 2 g b@ c ( ) c ( )g d ( b )+@ c ( )g d ( b ) ^c ^d + O(^ 3 ) Using the self-dulity of nd the fct tht ner 0 we hve = I b b S = i g b@ c ( ) c + c( )g b@ d ( b )^ c ^d + O(^ 3 ) As! 0, we cn then evlute the prtition function which yields!0 = = = X [d 0][ d^ ][ d ][ ][ ] det [d 0 ] det 2 (g) det 2 i 2 ( g) exp[is] 2 c ( )g b@ d ( b )i det g c b : (20) this gives : (2) =0 sign det jj@ b jj (22) In prticulr, if we select s nd tke to be self-dul Hmiltonin vector eld, i.e. = H (;) (23) where H () re two priori rbitrry Hmiltonin functions on X relted by the self-dulity condition for,we nd tht + I b@ H (;) = 0 which is Floer's instnton eqution (5). Note tht demnding 's to be self-dul together with (23) implies tht I b must be complex structure so tht X is now Khler mnifold. 7

9 This result estblishes tht the quntum cohomology of the topologicl -model indeed describes the cohomology of Floer's instnton eqution, t lest in the sense of Poincre-Hopf nd Guss-Bonnet-Chern formul. The underlying ide in Floer's pproch to the Arnold conjecture is tht this cohomology should lso be intimtely relted to the derhm cohomology of the originl symplectic mnifold, i.e. the trget mnifold of the -model. Such reltion would then explin why n estimte such s (3) mkes sense s Morse inequlity. We shll now proceed to evlute our functionl integrl using locliztion methods to estblish tht the Euler chrcter (9) of quntum cohomology indeed coincides with the Euler chrcter of the derhm cohomology over the symplectic mnifold X. For this, we specilize to symplectic mnifold which iskhler. We select locl coordintes so tht I b = i b nd I b = i b. Self-dulity then implies tht F z = F = 0 so tht the only surviving components re F nd F, nd similrly for z z z. Using the (forml) invrince of (3) under locl vritions of, weintroduce the functionl = g b F b + g b (24) nd consider the pertinent ction (2). Explicitly (we set F z F etc.), S = g bf F b + R bc d c d b g e e + R bc d c d b g e e + (F g b@ z b + F g z b ) + ( ig b@ z ig d@ z e d be ) b + ( ig z ig z e d be ) b (25) We evlute the corresponding functionl integrl in the!limit, by seprting the z; z independent constnt modes (for exmple in Fourier decomposition) nd scle the non-constnt modes by p, (z; z) = o + ^ (z; z)! o + p ^ (z; z) F (z; z) = F o + ^F (z; z)! F o + p ^F (z; z) (z; z) = o +^ (z; z)! o + p ^ (z; z) (z; z) = o + ^(z; z)! o + p ^(z; z) (26) nd similrly for ; F ; ;. The Jcobin for this chnge of vribles in (3) is trivil, nd evluting the integrls in the!limit we end up with the Euler 8

10 chrcter of the phse spce X in the form = d o d o d o d o Pf(R bc d c o d o )Pf(R bc d c o d o ) (27) which lso exhibits the underlying complex structure on X. As consequence, we hve found tht the Euler chrcteres in quntum cohomology nd derhm cohomology coincide, estblishing n intimte reltionship between these two cohomologies. prticulr, the Floer instnton eqution dened over our torus obeys X =0 sign det jj@ c b jj = X k ( ) k B k with B k the Betti numbers of the symplectic mnifold X. Obviously this is fully consistent with (3). In conclusion, we hve studied three priori dierent cohomologies: Floer's cohomology which describes periodic solutions to Hmilton's equtions, Witten's quntum cohomology which describes the quntum ground stte structure of topologicl nonliner -model, nd stndrd nite dimensionl derhm cohomology. By investigting n innite dimensionl generliztion of the fmilir Poincre-Hopf nd Guss-Bonnet- Chern formul, we hve found tht these three cohomologies re intimtely relted. This result is consistent with the Arnold conjecture. In prticulr, it indictes tht topologicl eld theories nd functionl locliztion methods re useful tools lso in the study of clssicl dynmicl systems. In References [] V.I. Arnold, C.R. Acd. Pris 26 (965) 379; nd Uspeki Mth. Nuk. 8 (963) 9 [2] H. Hofer nd E. ehnder, Symplectic Invrints nd Hmiltonin Dynmics (Birkhuser Verlg, 994) [3] A. Floer, Commun. Mth. Phys. 20 (989) 575 [4] E. Witten, Commun. Mth. Phys. 8 (990) 4 9

11 [5] V. Sdov, hep-th/93053 [6] V. Mthi nd D. Quillen, Topology 25 (986) 85 [7] S. Cordes, G. Moore nd S. Rmgoolm, hep-th/9420; S. Wu, hep-th/ [8] A.J. Niemi nd K. Plo, hep-th/

Math 6455 Oct 10, Differential Geometry I Fall 2006, Georgia Tech

Math 6455 Oct 10, Differential Geometry I Fall 2006, Georgia Tech Mth 6455 Oct 10, 2006 1 Differentil Geometry I Fll 2006, Georgi Tech Lecture Notes 12 Riemnnin Metrics 0.1 Definition If M is smooth mnifold then by Riemnnin metric g on M we men smooth ssignment of n

More information

Variational problems of some second order Lagrangians given by Pfaff forms

Variational problems of some second order Lagrangians given by Pfaff forms Vritionl problems of some second order Lgrngins given by Pfff forms P. Popescu M. Popescu Abstrct. In this pper we study the dynmics of some second order Lgrngins tht come from Pfff forms i.e. differentil

More information

440-2 Geometry/Topology: Differentiable Manifolds Northwestern University Solutions of Practice Problems for Final Exam

440-2 Geometry/Topology: Differentiable Manifolds Northwestern University Solutions of Practice Problems for Final Exam 440-2 Geometry/Topology: Differentible Mnifolds Northwestern University Solutions of Prctice Problems for Finl Exm 1) Using the cnonicl covering of RP n by {U α } 0 α n, where U α = {[x 0 : : x n ] RP

More information

EXTENDED BRST SYMMETRIES IN THE GAUGE FIELD THEORY

EXTENDED BRST SYMMETRIES IN THE GAUGE FIELD THEORY Romnin Reports in hysics olume 53 Nos.. 9 4 EXTENDED BRST SYETRIES IN TE GUGE FIELD TEORY UREL BBLEN RDU CONSTNTINESCU CREN IONESCU Deprtment of Theoreticl hysics University of Criov 3.I. Cuz Criov Romni

More information

Review of Calculus, cont d

Review of Calculus, cont d Jim Lmbers MAT 460 Fll Semester 2009-10 Lecture 3 Notes These notes correspond to Section 1.1 in the text. Review of Clculus, cont d Riemnn Sums nd the Definite Integrl There re mny cses in which some

More information

221A Lecture Notes WKB Method

221A Lecture Notes WKB Method A Lecture Notes WKB Method Hmilton Jcobi Eqution We strt from the Schrödinger eqution for single prticle in potentil i h t ψ x, t = [ ] h m + V x ψ x, t. We cn rewrite this eqution by using ψ x, t = e

More information

Advanced Calculus: MATH 410 Notes on Integrals and Integrability Professor David Levermore 17 October 2004

Advanced Calculus: MATH 410 Notes on Integrals and Integrability Professor David Levermore 17 October 2004 Advnced Clculus: MATH 410 Notes on Integrls nd Integrbility Professor Dvid Levermore 17 October 2004 1. Definite Integrls In this section we revisit the definite integrl tht you were introduced to when

More information

Note 16. Stokes theorem Differential Geometry, 2005

Note 16. Stokes theorem Differential Geometry, 2005 Note 16. Stokes theorem ifferentil Geometry, 2005 Stokes theorem is the centrl result in the theory of integrtion on mnifolds. It gives the reltion between exterior differentition (see Note 14) nd integrtion

More information

Theoretical foundations of Gaussian quadrature

Theoretical foundations of Gaussian quadrature Theoreticl foundtions of Gussin qudrture 1 Inner product vector spce Definition 1. A vector spce (or liner spce) is set V = {u, v, w,...} in which the following two opertions re defined: (A) Addition of

More information

The Regulated and Riemann Integrals

The Regulated and Riemann Integrals Chpter 1 The Regulted nd Riemnn Integrls 1.1 Introduction We will consider severl different pproches to defining the definite integrl f(x) dx of function f(x). These definitions will ll ssign the sme vlue

More information

ODE: Existence and Uniqueness of a Solution

ODE: Existence and Uniqueness of a Solution Mth 22 Fll 213 Jerry Kzdn ODE: Existence nd Uniqueness of Solution The Fundmentl Theorem of Clculus tells us how to solve the ordinry differentil eqution (ODE) du = f(t) dt with initil condition u() =

More information

Exam 2, Mathematics 4701, Section ETY6 6:05 pm 7:40 pm, March 31, 2016, IH-1105 Instructor: Attila Máté 1

Exam 2, Mathematics 4701, Section ETY6 6:05 pm 7:40 pm, March 31, 2016, IH-1105 Instructor: Attila Máté 1 Exm, Mthemtics 471, Section ETY6 6:5 pm 7:4 pm, Mrch 1, 16, IH-115 Instructor: Attil Máté 1 17 copies 1. ) Stte the usul sufficient condition for the fixed-point itertion to converge when solving the eqution

More information

MATH34032: Green s Functions, Integral Equations and the Calculus of Variations 1

MATH34032: Green s Functions, Integral Equations and the Calculus of Variations 1 MATH34032: Green s Functions, Integrl Equtions nd the Clculus of Vritions 1 Section 1 Function spces nd opertors Here we gives some brief detils nd definitions, prticulrly relting to opertors. For further

More information

Numerical integration

Numerical integration 2 Numericl integrtion This is pge i Printer: Opque this 2. Introduction Numericl integrtion is problem tht is prt of mny problems in the economics nd econometrics literture. The orgniztion of this chpter

More information

221B Lecture Notes WKB Method

221B Lecture Notes WKB Method Clssicl Limit B Lecture Notes WKB Method Hmilton Jcobi Eqution We strt from the Schrödinger eqution for single prticle in potentil i h t ψ x, t = [ ] h m + V x ψ x, t. We cn rewrite this eqution by using

More information

STURM-LIOUVILLE BOUNDARY VALUE PROBLEMS

STURM-LIOUVILLE BOUNDARY VALUE PROBLEMS STURM-LIOUVILLE BOUNDARY VALUE PROBLEMS Throughout, we let [, b] be bounded intervl in R. C 2 ([, b]) denotes the spce of functions with derivtives of second order continuous up to the endpoints. Cc 2

More information

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions Physics 6C Solution of inhomogeneous ordinry differentil equtions using Green s functions Peter Young November 5, 29 Homogeneous Equtions We hve studied, especilly in long HW problem, second order liner

More information

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007 A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H Thoms Shores Deprtment of Mthemtics University of Nebrsk Spring 2007 Contents Rtes of Chnge nd Derivtives 1 Dierentils 4 Are nd Integrls 5 Multivrite Clculus

More information

Lyapunov function for cosmological dynamical system

Lyapunov function for cosmological dynamical system Demonstr. Mth. 207; 50: 5 55 Demonstrtio Mthemtic Open Access Reserch Article Mrek Szydłowski* nd Adm Krwiec Lypunov function for cosmologicl dynmicl system DOI 0.55/dem-207-0005 Received My 8, 206; ccepted

More information

Heteroclinic cycles in coupled cell systems

Heteroclinic cycles in coupled cell systems Heteroclinic cycles in coupled cell systems Michel Field University of Houston, USA, & Imperil College, UK Reserch supported in prt by Leverhulme Foundtion nd NSF Grnt DMS-0071735 Some of the reserch reported

More information

1 1D heat and wave equations on a finite interval

1 1D heat and wave equations on a finite interval 1 1D het nd wve equtions on finite intervl In this section we consider generl method of seprtion of vribles nd its pplictions to solving het eqution nd wve eqution on finite intervl ( 1, 2. Since by trnsltion

More information

Bernoulli Numbers Jeff Morton

Bernoulli Numbers Jeff Morton Bernoulli Numbers Jeff Morton. We re interested in the opertor e t k d k t k, which is to sy k tk. Applying this to some function f E to get e t f d k k tk d k f f + d k k tk dk f, we note tht since f

More information

Energy Bands Energy Bands and Band Gap. Phys463.nb Phenomenon

Energy Bands Energy Bands and Band Gap. Phys463.nb Phenomenon Phys463.nb 49 7 Energy Bnds Ref: textbook, Chpter 7 Q: Why re there insultors nd conductors? Q: Wht will hppen when n electron moves in crystl? In the previous chpter, we discussed free electron gses,

More information

Bypassing no-go theorems for consistent interactions in gauge theories

Bypassing no-go theorems for consistent interactions in gauge theories Bypssing no-go theorems for consistent interctions in guge theories Simon Lykhovich Tomsk Stte University Suzdl, 4 June 2014 The tlk is bsed on the rticles D.S. Kprulin, S.L.Lykhovich nd A.A.Shrpov, Consistent

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

MAA 4212 Improper Integrals

MAA 4212 Improper Integrals Notes by Dvid Groisser, Copyright c 1995; revised 2002, 2009, 2014 MAA 4212 Improper Integrls The Riemnn integrl, while perfectly well-defined, is too restrictive for mny purposes; there re functions which

More information

Main topics for the First Midterm

Main topics for the First Midterm Min topics for the First Midterm The Midterm will cover Section 1.8, Chpters 2-3, Sections 4.1-4.8, nd Sections 5.1-5.3 (essentilly ll of the mteril covered in clss). Be sure to know the results of the

More information

New Expansion and Infinite Series

New Expansion and Infinite Series Interntionl Mthemticl Forum, Vol. 9, 204, no. 22, 06-073 HIKARI Ltd, www.m-hikri.com http://dx.doi.org/0.2988/imf.204.4502 New Expnsion nd Infinite Series Diyun Zhng College of Computer Nnjing University

More information

Classical Mechanics. From Molecular to Con/nuum Physics I WS 11/12 Emiliano Ippoli/ October, 2011

Classical Mechanics. From Molecular to Con/nuum Physics I WS 11/12 Emiliano Ippoli/ October, 2011 Clssicl Mechnics From Moleculr to Con/nuum Physics I WS 11/12 Emilino Ippoli/ October, 2011 Wednesdy, October 12, 2011 Review Mthemtics... Physics Bsic thermodynmics Temperture, idel gs, kinetic gs theory,

More information

Summary: Method of Separation of Variables

Summary: Method of Separation of Variables Physics 246 Electricity nd Mgnetism I, Fll 26, Lecture 22 1 Summry: Method of Seprtion of Vribles 1. Seprtion of Vribles in Crtesin Coordintes 2. Fourier Series Suggested Reding: Griffiths: Chpter 3, Section

More information

Ordinary differential equations

Ordinary differential equations Ordinry differentil equtions Introduction to Synthetic Biology E Nvrro A Montgud P Fernndez de Cordob JF Urchueguí Overview Introduction-Modelling Bsic concepts to understnd n ODE. Description nd properties

More information

Math 1B, lecture 4: Error bounds for numerical methods

Math 1B, lecture 4: Error bounds for numerical methods Mth B, lecture 4: Error bounds for numericl methods Nthn Pflueger 4 September 0 Introduction The five numericl methods descried in the previous lecture ll operte by the sme principle: they pproximte the

More information

THE EXISTENCE-UNIQUENESS THEOREM FOR FIRST-ORDER DIFFERENTIAL EQUATIONS.

THE EXISTENCE-UNIQUENESS THEOREM FOR FIRST-ORDER DIFFERENTIAL EQUATIONS. THE EXISTENCE-UNIQUENESS THEOREM FOR FIRST-ORDER DIFFERENTIAL EQUATIONS RADON ROSBOROUGH https://intuitiveexplntionscom/picrd-lindelof-theorem/ This document is proof of the existence-uniqueness theorem

More information

1.2. Linear Variable Coefficient Equations. y + b "! = a y + b " Remark: The case b = 0 and a non-constant can be solved with the same idea as above.

1.2. Linear Variable Coefficient Equations. y + b ! = a y + b  Remark: The case b = 0 and a non-constant can be solved with the same idea as above. 1 12 Liner Vrible Coefficient Equtions Section Objective(s): Review: Constnt Coefficient Equtions Solving Vrible Coefficient Equtions The Integrting Fctor Method The Bernoulli Eqution 121 Review: Constnt

More information

1.3 The Lemma of DuBois-Reymond

1.3 The Lemma of DuBois-Reymond 28 CHAPTER 1. INDIRECT METHODS 1.3 The Lemm of DuBois-Reymond We needed extr regulrity to integrte by prts nd obtin the Euler- Lgrnge eqution. The following result shows tht, t lest sometimes, the extr

More information

Abstract inner product spaces

Abstract inner product spaces WEEK 4 Abstrct inner product spces Definition An inner product spce is vector spce V over the rel field R equipped with rule for multiplying vectors, such tht the product of two vectors is sclr, nd the

More information

MAC-solutions of the nonexistent solutions of mathematical physics

MAC-solutions of the nonexistent solutions of mathematical physics Proceedings of the 4th WSEAS Interntionl Conference on Finite Differences - Finite Elements - Finite Volumes - Boundry Elements MAC-solutions of the nonexistent solutions of mthemticl physics IGO NEYGEBAUE

More information

Generalizations of the Basic Functional

Generalizations of the Basic Functional 3 Generliztions of the Bsic Functionl 3 1 Chpter 3: GENERALIZATIONS OF THE BASIC FUNCTIONAL TABLE OF CONTENTS Pge 3.1 Functionls with Higher Order Derivtives.......... 3 3 3.2 Severl Dependent Vribles...............

More information

Review of basic calculus

Review of basic calculus Review of bsic clculus This brief review reclls some of the most importnt concepts, definitions, nd theorems from bsic clculus. It is not intended to tech bsic clculus from scrtch. If ny of the items below

More information

Recitation 3: More Applications of the Derivative

Recitation 3: More Applications of the Derivative Mth 1c TA: Pdric Brtlett Recittion 3: More Applictions of the Derivtive Week 3 Cltech 2012 1 Rndom Question Question 1 A grph consists of the following: A set V of vertices. A set E of edges where ech

More information

4. Calculus of Variations

4. Calculus of Variations 4. Clculus of Vritions Introduction - Typicl Problems The clculus of vritions generlises the theory of mxim nd minim. Exmple (): Shortest distnce between two points. On given surfce (e.g. plne), nd the

More information

Analytical Methods Exam: Preparatory Exercises

Analytical Methods Exam: Preparatory Exercises Anlyticl Methods Exm: Preprtory Exercises Question. Wht does it men tht (X, F, µ) is mesure spce? Show tht µ is monotone, tht is: if E F re mesurble sets then µ(e) µ(f). Question. Discuss if ech of the

More information

dx dt dy = G(t, x, y), dt where the functions are defined on I Ω, and are locally Lipschitz w.r.t. variable (x, y) Ω.

dx dt dy = G(t, x, y), dt where the functions are defined on I Ω, and are locally Lipschitz w.r.t. variable (x, y) Ω. Chpter 8 Stility theory We discuss properties of solutions of first order two dimensionl system, nd stility theory for specil clss of liner systems. We denote the independent vrile y t in plce of x, nd

More information

MAT612-REAL ANALYSIS RIEMANN STIELTJES INTEGRAL

MAT612-REAL ANALYSIS RIEMANN STIELTJES INTEGRAL MAT612-REAL ANALYSIS RIEMANN STIELTJES INTEGRAL DR. RITU AGARWAL MALVIYA NATIONAL INSTITUTE OF TECHNOLOGY, JAIPUR, INDIA-302017 Tble of Contents Contents Tble of Contents 1 1. Introduction 1 2. Prtition

More information

AMATH 731: Applied Functional Analysis Fall Additional notes on Fréchet derivatives

AMATH 731: Applied Functional Analysis Fall Additional notes on Fréchet derivatives AMATH 731: Applied Functionl Anlysis Fll 214 Additionl notes on Fréchet derivtives (To ccompny Section 3.1 of the AMATH 731 Course Notes) Let X,Y be normed liner spces. The Fréchet derivtive of n opertor

More information

Unit #9 : Definite Integral Properties; Fundamental Theorem of Calculus

Unit #9 : Definite Integral Properties; Fundamental Theorem of Calculus Unit #9 : Definite Integrl Properties; Fundmentl Theorem of Clculus Gols: Identify properties of definite integrls Define odd nd even functions, nd reltionship to integrl vlues Introduce the Fundmentl

More information

The Active Universe. 1 Active Motion

The Active Universe. 1 Active Motion The Active Universe Alexnder Glück, Helmuth Hüffel, Sš Ilijić, Gerld Kelnhofer Fculty of Physics, University of Vienn helmuth.hueffel@univie.c.t Deprtment of Physics, FER, University of Zgreb ss.ilijic@fer.hr

More information

Euler, Ioachimescu and the trapezium rule. G.J.O. Jameson (Math. Gazette 96 (2012), )

Euler, Ioachimescu and the trapezium rule. G.J.O. Jameson (Math. Gazette 96 (2012), ) Euler, Iochimescu nd the trpezium rule G.J.O. Jmeson (Mth. Gzette 96 (0), 36 4) The following results were estblished in recent Gzette rticle [, Theorems, 3, 4]. Given > 0 nd 0 < s

More information

ODE: Existence and Uniqueness of a Solution

ODE: Existence and Uniqueness of a Solution Mth 22 Fll 213 Jerry Kzdn ODE: Existence nd Uniqueness of Solution The Fundmentl Theorem of Clculus tells us how to solve the ordinry dierentil eqution (ODE) du f(t) dt with initil condition u() : Just

More information

MA Handout 2: Notation and Background Concepts from Analysis

MA Handout 2: Notation and Background Concepts from Analysis MA350059 Hndout 2: Nottion nd Bckground Concepts from Anlysis This hndout summrises some nottion we will use nd lso gives recp of some concepts from other units (MA20023: PDEs nd CM, MA20218: Anlysis 2A,

More information

D i k B(n;D)= X LX ;d= l= A (il) d n d d+ (A ) (kl)( + )B(n;D); where c B(:::;n c;:::) = B(:::;n c ;:::), in prticulr c n = n c. Using the reltions [n

D i k B(n;D)= X LX ;d= l= A (il) d n d d+ (A ) (kl)( + )B(n;D); where c B(:::;n c;:::) = B(:::;n c ;:::), in prticulr c n = n c. Using the reltions [n Explicit solutions of the multi{loop integrl recurrence reltions nd its ppliction? P. A. BAKOV ; nstitute of ucler Physics, Moscow Stte University, Moscow 9899, Russi The pproch to the constructing explicit

More information

Properties of the Riemann Integral

Properties of the Riemann Integral Properties of the Riemnn Integrl Jmes K. Peterson Deprtment of Biologicl Sciences nd Deprtment of Mthemticl Sciences Clemson University Februry 15, 2018 Outline 1 Some Infimum nd Supremum Properties 2

More information

1.9 C 2 inner variations

1.9 C 2 inner variations 46 CHAPTER 1. INDIRECT METHODS 1.9 C 2 inner vritions So fr, we hve restricted ttention to liner vritions. These re vritions of the form vx; ǫ = ux + ǫφx where φ is in some liner perturbtion clss P, for

More information

Taylor Polynomial Inequalities

Taylor Polynomial Inequalities Tylor Polynomil Inequlities Ben Glin September 17, 24 Abstrct There re instnces where we my wish to pproximte the vlue of complicted function round given point by constructing simpler function such s polynomil

More information

LYAPUNOV-TYPE INEQUALITIES FOR NONLINEAR SYSTEMS INVOLVING THE (p 1, p 2,..., p n )-LAPLACIAN

LYAPUNOV-TYPE INEQUALITIES FOR NONLINEAR SYSTEMS INVOLVING THE (p 1, p 2,..., p n )-LAPLACIAN Electronic Journl of Differentil Equtions, Vol. 203 (203), No. 28, pp. 0. ISSN: 072-669. URL: http://ejde.mth.txstte.edu or http://ejde.mth.unt.edu ftp ejde.mth.txstte.edu LYAPUNOV-TYPE INEQUALITIES FOR

More information

Math Advanced Calculus II

Math Advanced Calculus II Mth 452 - Advnced Clculus II Line Integrls nd Green s Theorem The min gol of this chpter is to prove Stoke s theorem, which is the multivrible version of the fundmentl theorem of clculus. We will be focused

More information

f(x)dx . Show that there 1, 0 < x 1 does not exist a differentiable function g : [ 1, 1] R such that g (x) = f(x) for all

f(x)dx . Show that there 1, 0 < x 1 does not exist a differentiable function g : [ 1, 1] R such that g (x) = f(x) for all 3 Definite Integrl 3.1 Introduction In school one comes cross the definition of the integrl of rel vlued function defined on closed nd bounded intervl [, b] between the limits nd b, i.e., f(x)dx s the

More information

1. On some properties of definite integrals. We prove

1. On some properties of definite integrals. We prove This short collection of notes is intended to complement the textbook Anlisi Mtemtic 2 by Crl Mdern, published by Città Studi Editore, [M]. We refer to [M] for nottion nd the logicl stremline of the rguments.

More information

g i fφdx dx = x i i=1 is a Hilbert space. We shall, henceforth, abuse notation and write g i f(x) = f

g i fφdx dx = x i i=1 is a Hilbert space. We shall, henceforth, abuse notation and write g i f(x) = f 1. Appliction of functionl nlysis to PEs 1.1. Introduction. In this section we give little introduction to prtil differentil equtions. In prticulr we consider the problem u(x) = f(x) x, u(x) = x (1) where

More information

Chapter 4 Contravariance, Covariance, and Spacetime Diagrams

Chapter 4 Contravariance, Covariance, and Spacetime Diagrams Chpter 4 Contrvrince, Covrince, nd Spcetime Digrms 4. The Components of Vector in Skewed Coordintes We hve seen in Chpter 3; figure 3.9, tht in order to show inertil motion tht is consistent with the Lorentz

More information

The First Fundamental Theorem of Calculus. If f(x) is continuous on [a, b] and F (x) is any antiderivative. f(x) dx = F (b) F (a).

The First Fundamental Theorem of Calculus. If f(x) is continuous on [a, b] and F (x) is any antiderivative. f(x) dx = F (b) F (a). The Fundmentl Theorems of Clculus Mth 4, Section 0, Spring 009 We now know enough bout definite integrls to give precise formultions of the Fundmentl Theorems of Clculus. We will lso look t some bsic emples

More information

f(x)dl, f(x)ds, f(x)dv (1) Much of their importance lies in the coordinate invariance of the resulting integrals.

f(x)dl, f(x)ds, f(x)dv (1) Much of their importance lies in the coordinate invariance of the resulting integrals. Exterior Clculus. Differentil forms In the study of differentil geometry, differentils re defined s liner mppings from curves to the rels. This suggests generliztion, since we know how to integrte over

More information

Week 10: Line Integrals

Week 10: Line Integrals Week 10: Line Integrls Introduction In this finl week we return to prmetrised curves nd consider integrtion long such curves. We lredy sw this in Week 2 when we integrted long curve to find its length.

More information

LAGRANGEAN sp(3) BRST FORMALISM FOR MASSIVE VECTORIAL BOSONIC FIELDS

LAGRANGEAN sp(3) BRST FORMALISM FOR MASSIVE VECTORIAL BOSONIC FIELDS Dedicted to Professor Oliviu Ghermn s 80 th Anniversry LAGRANGEAN sp(3) BRST FORMALISM FOR MASSIVE VECTORIAL BOSONIC FIELDS R. CONSTANTINESCU, C. IONESCU Dept. of Theoreticl Physics, University of Criov,

More information

Problem Set 4: Solutions Math 201A: Fall 2016

Problem Set 4: Solutions Math 201A: Fall 2016 Problem Set 4: s Mth 20A: Fll 206 Problem. Let f : X Y be one-to-one, onto mp between metric spces X, Y. () If f is continuous nd X is compct, prove tht f is homeomorphism. Does this result remin true

More information

Boundary-value problems

Boundary-value problems 226 Chpter 10 Boundry-vlue problems The initil-vlue problem is chrcterized by the imposition of uxiliry dt t single point: if the eqution is of the nth order, the n otherwise rbitrry constnts in its solution

More information

W. We shall do so one by one, starting with I 1, and we shall do it greedily, trying

W. We shall do so one by one, starting with I 1, and we shall do it greedily, trying Vitli covers 1 Definition. A Vitli cover of set E R is set V of closed intervls with positive length so tht, for every δ > 0 nd every x E, there is some I V with λ(i ) < δ nd x I. 2 Lemm (Vitli covering)

More information

Math 554 Integration

Math 554 Integration Mth 554 Integrtion Hndout #9 4/12/96 Defn. A collection of n + 1 distinct points of the intervl [, b] P := {x 0 = < x 1 < < x i 1 < x i < < b =: x n } is clled prtition of the intervl. In this cse, we

More information

Czechoslovak Mathematical Journal, 55 (130) (2005), , Abbotsford. 1. Introduction

Czechoslovak Mathematical Journal, 55 (130) (2005), , Abbotsford. 1. Introduction Czechoslovk Mthemticl Journl, 55 (130) (2005), 933 940 ESTIMATES OF THE REMAINDER IN TAYLOR S THEOREM USING THE HENSTOCK-KURZWEIL INTEGRAL, Abbotsford (Received Jnury 22, 2003) Abstrct. When rel-vlued

More information

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1 3 9. SEQUENCES AND SERIES 63. Representtion of functions s power series Consider power series x 2 + x 4 x 6 + x 8 + = ( ) n x 2n It is geometric series with q = x 2 nd therefore it converges for ll q =

More information

Green s functions. f(t) =

Green s functions. f(t) = Consider the 2nd order liner inhomogeneous ODE Green s functions d 2 u 2 + k(t)du + p(t)u(t) = f(t). Of course, in prctice we ll only del with the two prticulr types of 2nd order ODEs we discussed lst

More information

Consequently, the temperature must be the same at each point in the cross section at x. Let:

Consequently, the temperature must be the same at each point in the cross section at x. Let: HW 2 Comments: L1-3. Derive the het eqution for n inhomogeneous rod where the therml coefficients used in the derivtion of the het eqution for homogeneous rod now become functions of position x in the

More information

c n φ n (x), 0 < x < L, (1) n=1

c n φ n (x), 0 < x < L, (1) n=1 SECTION : Fourier Series. MATH4. In section 4, we will study method clled Seprtion of Vribles for finding exct solutions to certin clss of prtil differentil equtions (PDEs. To do this, it will be necessry

More information

NUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by.

NUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by. NUMERICAL INTEGRATION 1 Introduction The inverse process to differentition in clculus is integrtion. Mthemticlly, integrtion is represented by f(x) dx which stnds for the integrl of the function f(x) with

More information

HW3, Math 307. CSUF. Spring 2007.

HW3, Math 307. CSUF. Spring 2007. HW, Mth 7. CSUF. Spring 7. Nsser M. Abbsi Spring 7 Compiled on November 5, 8 t 8:8m public Contents Section.6, problem Section.6, problem Section.6, problem 5 Section.6, problem 7 6 5 Section.6, problem

More information

MATH 311: COMPLEX ANALYSIS INTEGRATION LECTURE

MATH 311: COMPLEX ANALYSIS INTEGRATION LECTURE MATH 311: COMPLEX ANALYSIS INTEGRATION LECTURE Contents 1. Introduction 1 2. A fr-reching little integrl 4 3. Invrince of the complex integrl 5 4. The bsic complex integrl estimte 6 5. Comptibility 8 6.

More information

13: Diffusion in 2 Energy Groups

13: Diffusion in 2 Energy Groups 3: Diffusion in Energy Groups B. Rouben McMster University Course EP 4D3/6D3 Nucler Rector Anlysis (Rector Physics) 5 Sept.-Dec. 5 September Contents We study the diffusion eqution in two energy groups

More information

Integration of tensor fields

Integration of tensor fields Integrtion of tensor fields V. Retsnoi Abstrct. The im of this pper is to introduce the ide of integrtion of tensor field s reerse process to the Lie differentition. The definitions of indefinite nd definite

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

Polynomial Approximations for the Natural Logarithm and Arctangent Functions. Math 230

Polynomial Approximations for the Natural Logarithm and Arctangent Functions. Math 230 Polynomil Approimtions for the Nturl Logrithm nd Arctngent Functions Mth 23 You recll from first semester clculus how one cn use the derivtive to find n eqution for the tngent line to function t given

More information

MatFys. Week 2, Nov , 2005, revised Nov. 23

MatFys. Week 2, Nov , 2005, revised Nov. 23 MtFys Week 2, Nov. 21-27, 2005, revised Nov. 23 Lectures This week s lectures will be bsed on Ch.3 of the text book, VIA. Mondy Nov. 21 The fundmentls of the clculus of vritions in Eucliden spce nd its

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

Density of Energy Stored in the Electric Field

Density of Energy Stored in the Electric Field Density of Energy Stored in the Electric Field Deprtment of Physics, Cornell University c Tomás A. Aris October 14, 01 Figure 1: Digrm of Crtesin vortices from René Descrtes Principi philosophie, published

More information

Math 8 Winter 2015 Applications of Integration

Math 8 Winter 2015 Applications of Integration Mth 8 Winter 205 Applictions of Integrtion Here re few importnt pplictions of integrtion. The pplictions you my see on n exm in this course include only the Net Chnge Theorem (which is relly just the Fundmentl

More information

ACM 105: Applied Real and Functional Analysis. Solutions to Homework # 2.

ACM 105: Applied Real and Functional Analysis. Solutions to Homework # 2. ACM 05: Applied Rel nd Functionl Anlysis. Solutions to Homework # 2. Andy Greenberg, Alexei Novikov Problem. Riemnn-Lebesgue Theorem. Theorem (G.F.B. Riemnn, H.L. Lebesgue). If f is n integrble function

More information

Introduction to the Calculus of Variations

Introduction to the Calculus of Variations Introduction to the Clculus of Vritions Jim Fischer Mrch 20, 1999 Abstrct This is self-contined pper which introduces fundmentl problem in the clculus of vritions, the problem of finding extreme vlues

More information

NOTES ON HILBERT SPACE

NOTES ON HILBERT SPACE NOTES ON HILBERT SPACE 1 DEFINITION: by Prof C-I Tn Deprtment of Physics Brown University A Hilbert spce is n inner product spce which, s metric spce, is complete We will not present n exhustive mthemticl

More information

Lecture 19: Continuous Least Squares Approximation

Lecture 19: Continuous Least Squares Approximation Lecture 19: Continuous Lest Squres Approximtion 33 Continuous lest squres pproximtion We begn 31 with the problem of pproximting some f C[, b] with polynomil p P n t the discrete points x, x 1,, x m for

More information

Calculus of Variations: The Direct Approach

Calculus of Variations: The Direct Approach Clculus of Vritions: The Direct Approch Lecture by Andrejs Treibergs, Notes by Bryn Wilson June 7, 2010 The originl lecture slides re vilble online t: http://www.mth.uth.edu/~treiberg/directmethodslides.pdf

More information

and that at t = 0 the object is at position 5. Find the position of the object at t = 2.

and that at t = 0 the object is at position 5. Find the position of the object at t = 2. 7.2 The Fundmentl Theorem of Clculus 49 re mny, mny problems tht pper much different on the surfce but tht turn out to be the sme s these problems, in the sense tht when we try to pproimte solutions we

More information

INEQUALITIES FOR TWO SPECIFIC CLASSES OF FUNCTIONS USING CHEBYSHEV FUNCTIONAL. Mohammad Masjed-Jamei

INEQUALITIES FOR TWO SPECIFIC CLASSES OF FUNCTIONS USING CHEBYSHEV FUNCTIONAL. Mohammad Masjed-Jamei Fculty of Sciences nd Mthemtics University of Niš Seri Aville t: http://www.pmf.ni.c.rs/filomt Filomt 25:4 20) 53 63 DOI: 0.2298/FIL0453M INEQUALITIES FOR TWO SPECIFIC CLASSES OF FUNCTIONS USING CHEBYSHEV

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, 203 Outline Riemnn Sums Riemnn Integrls Properties Abstrct

More information

STUDY GUIDE FOR BASIC EXAM

STUDY GUIDE FOR BASIC EXAM STUDY GUIDE FOR BASIC EXAM BRYON ARAGAM This is prtil list of theorems tht frequently show up on the bsic exm. In mny cses, you my be sked to directly prove one of these theorems or these vrints. There

More information

Chapter 0. What is the Lebesgue integral about?

Chapter 0. What is the Lebesgue integral about? Chpter 0. Wht is the Lebesgue integrl bout? The pln is to hve tutoril sheet ech week, most often on Fridy, (to be done during the clss) where you will try to get used to the ides introduced in the previous

More information

Quantum Physics II (8.05) Fall 2013 Assignment 2

Quantum Physics II (8.05) Fall 2013 Assignment 2 Quntum Physics II (8.05) Fll 2013 Assignment 2 Msschusetts Institute of Technology Physics Deprtment Due Fridy September 20, 2013 September 13, 2013 3:00 pm Suggested Reding Continued from lst week: 1.

More information

Chapter 3. Vector Spaces

Chapter 3. Vector Spaces 3.4 Liner Trnsformtions 1 Chpter 3. Vector Spces 3.4 Liner Trnsformtions Note. We hve lredy studied liner trnsformtions from R n into R m. Now we look t liner trnsformtions from one generl vector spce

More information

MATH 174A: PROBLEM SET 5. Suggested Solution

MATH 174A: PROBLEM SET 5. Suggested Solution MATH 174A: PROBLEM SET 5 Suggested Solution Problem 1. Suppose tht I [, b] is n intervl. Let f 1 b f() d for f C(I; R) (i.e. f is continuous rel-vlued function on I), nd let L 1 (I) denote the completion

More information

Construction of Gauss Quadrature Rules

Construction of Gauss Quadrature Rules Jim Lmbers MAT 772 Fll Semester 2010-11 Lecture 15 Notes These notes correspond to Sections 10.2 nd 10.3 in the text. Construction of Guss Qudrture Rules Previously, we lerned tht Newton-Cotes qudrture

More information

arxiv: v1 [gr-qc] 24 Oct 2018

arxiv: v1 [gr-qc] 24 Oct 2018 Hmilton-Jcobi Formultion of the Thermodynmics of Einstein-Born-Infeld-dS Blck Holes rxiv:1810.10505v1 [gr-qc] 24 Oct 2018 Tekin Dereli nd Kıvnç İ. Ünlütürk Deprtment of Physics, Koç University, 34450 Srıyer,

More information

A HELLY THEOREM FOR FUNCTIONS WITH VALUES IN METRIC SPACES. 1. Introduction

A HELLY THEOREM FOR FUNCTIONS WITH VALUES IN METRIC SPACES. 1. Introduction Ttr Mt. Mth. Publ. 44 (29), 159 168 DOI: 1.2478/v1127-9-56-z t m Mthemticl Publictions A HELLY THEOREM FOR FUNCTIONS WITH VALUES IN METRIC SPACES Miloslv Duchoň Peter Mličký ABSTRACT. We present Helly

More information