Massive gravitons in arbitrary spacetimes

Μέγεθος: px
Εμφάνιση ξεκινά από τη σελίδα:

Download "Massive gravitons in arbitrary spacetimes"

Transcript

1 Massive gravitons in arbitrary spacetimes Mikhail S. Volkov LMPT, University of Tours, FRANCE Orsay, Modern aspects of Gravity and Cosmology, 8-th November 2017 C.Mazuet and M.S.V. arxiv: Mikhail S. Volkov Massive gravitons in arbitrary spacetimes

2 Linear massive gravitons in curved space Cosmology Black holes

3 Massive fields in curved space Spin 0. One has in Minkowski space η µν µ ν Φ = M 2 Φ To pass to curved space one replaces which gives η µν g µν, µ µ g µν µ ν Φ = M 2 Φ Similarly for spins 1/2 (Dirac), 1 (Proca), 3/2 (Rarita-Schwinger). The procedure fails for the massive spin 2.

4 Massive spin 2 in flat space g µν = η µν + h µν E µν 2δG µν + M 2 (h µν λh η µν ) = 0, or explicitly E µν σ µ h σν + σ ν h σµ h µν µ ν h + η µν ( h α β h αβ ) + M 2 (h µν λh η µν ) = 0. One has µ δg µν 0 4 vector constraints C ν µ E µν = M 2 ( µ h µν λ ν h) = 0, and also C 5 = ν C ν + M 2 η µν E µν = M 2 (1 λ) h + M 4 (1 4λ) h = 0, which becomes constraint if λ = 1.

5 Fierz-Pauli: λ = 1 ( + M 2 )h µν = 0, µ h µν = 0, h = 0, 10 5 = 5 propagating DoF. For λ 1 there are 6 DoF. Passing to curved space via η µν g µν and µ µ yields E µν σ µ h σν + σ ν h σµ h µν µ ν h + g µν ( h α β h αβ ) + M 2 (h µν h g µν ) = 0. This implies the 5 constraints C ν µ E µν = M 2 ( µ h µν ν h) = 0, C 5 = ν C ν + M 2 g µν E µν = 3M 4 h = 0 but ONLY in vacuum or in Einstein space, for R µν = Λg µν. Otherwise 6 DoF. What to do?

6 Linear theory from the nonlinear one

7 Ghost-free massive gravity Let g µν and f µν be the physical and reference metrics and γ µ σγ σ ν = g µσ f σν, γ µν = g µσ γ σ ν, [γ] = γ σ σ. The equations are /drgt, 2010/ E µν G µν (g) + β 0 g µν + β 1 ([γ] g µν γ µν ) + β 2 γ ( [γ 1 ] γµν 1 γµν 2 ) + β3 γ γµν 1 = 0. Perturbing g µν g µν + δg µν then E µν E µν + δe µν with δe µν = δg µν + β 0 δg µν + β 1 ([δγ] g µν + [γ] δg µν δγ µν ) +... where δγ µ σγ σ ν + γ µ σδγ σ ν = δg µσ f σν δγγ + γδγ = δg 1 f. Solution for δγ µ σ in terms of δg µσ is very complicated /Deffayet et al./

8 Ghost-free massive gravity in tetrad formalism Introducing two tetrads e a µ and φ a µ such that g µν = η ab e a µe b ν, f µν = η ab φ a µφ b ν, one has and the equations γ a b = φa σe σ b, γ ab = η ac γ c b = γ ba E ab G ab + β 0 η ab + β 1 ([γ] η ab γ ab ) + β 2 γ ( [γ 1 ] γ 1 ab ) γ 2 ab + β3 γ γ 1 ab = 0. The idea is to linearize with respect to tetrad perturbations e a µ e a µ + δe a µ with δe a µ = X a b eb µ and then project to e µ a and express everything in terms of X µν = η ab e a µδe b ν δg µν = X µν + X νµ

9 Equations in the generic case γ µν is algebraically expressed in terms of background G µν and g µν. with the kinetic term E µν µν + M µν = 0 µν = 1 2 σ µ (X σν + X νσ ) σ ν (X σµ + X µσ ) 1 2 (X µν + X νµ ) µ ν X ( ) + g µν X α β X αβ + R αβ X αβ R σ µ X σν R σ ν X σµ and the mass term M µν = β 1 ( γ σ µx σν g µν γ αβ X αβ ) + β 2 { γ α µγ β ν X αβ (γ 2 ) α µ X αν + γ µν γ αβ X αβ +[γ] γ α β X αν + ((γ 2 ) αβ X αβ [γ] γ αβ X αβ ) g µν } + β 3 γ ( X µσ (γ 1 ) σ ν [X ](γ 1 ) µν )

10 Equations for γ µν Background equations G µν + β 0 g µν + β 1 ([γ] g µν γ µν ) +β 2 γ ( [γ 1 ] γµν 1 γµν 2 ) + β3 γ γµν 1 = 0 can be viewed as cubic algebraic equations for γ µν. For any g µν the solution is γ µν (g) = n,k=0 b nk (β A ) R n (R k ) µν, There are special values of β A for which the sum is finite. How many propagating DoF are there?

11 Constraints There are 16 equations E µν µν + M µν = 0 for 16 components of X µν. The imply the following 11 conditions: [µν] = 0 M [µν] = 0 6 algebraic constraints C ν = µ E µν = 0 4 vector constraints C 5 = µ ((γ 1 ) µν C ν ) + β 1 2 E α α + β 2 γ µν E µν ( ) γ + β 3 (γ 1 ) 0α (γ 1 ) 0β (γ 1 ) 00 (γ 1 ) αβ g 00 ( E αβ 1 2 g αβ(e σ σ 1 )) g 00 E 00 ) The number of DoF is = 5. = 0 scalar constraint

12 Two special models

13 Models I and II Background equations G µν + β 0 g µν + β 1 ([γ] g µν γ µν ) +β 2 γ ( [γ 1 ] γµν 1 γµν 2 ) + β3 γ γµν 1 = 0 are non-linear in γ µν. There are two exceptional cases: Model I: β 2 = β 3 = 0, G µν + β 0 g µν + β 1 ([γ] g µν γ µν ), which can be resolved with respect to γ µν ; Model II: β 1 = β 2 = 0, G µν + β 0 g µν + β 3 γ γ 1 µν = 0, which can be resolved with respect to γ γ 1 µν.

14 Equations for the two special models with the kinetic term E µν µν + M µν = 0 µν = 1 2 σ µ (X σν + X νσ ) σ ν (X σµ + X µσ ) 1 2 (X µν + X νµ ) µ ν X ( ) + g µν X α β X αβ + R αβ X αβ R σ µ X σν R σ ν X σµ and the mass term (M being the FP mass) model I: M µν = γ µα X α ν g µν γ αβ X αβ, ( γ µν = R µν + M 2 R ) g µν ; 6 model II: M µν = Xµ α γ αν + X γ µν, ( γ µν = R µν M 2 + R ) g µν. 2

15 Action I = 1 2 X νµ E µν g d 4 x L g d 4 x (order of indices!) with L = L (2) + L (0) where L (2) = 1 4 σ X µν µ X νσ α X µν α X µν α X β X αβ 1 8 αx α X with X µν = X µν + X νµ and X = X α α. One has in model I L (0) = 1 2 X µν R σ µx σν (M2 R 6 )(X µνx νµ X 2 ) and in model II L (0) = 1 2 X µν R σ µx σν 1 2 X µν R σ νx σµ 1 2 X µν X να R α µ + XR µν X µν (M2 + R 2 )(X µνx νµ X 2 )

16 Constraints

17 Algebraic constraints E µν µν + M µν = 0 are 16 equations for 16 components of X µν. One has µν = νµ hence one should have M [µν] = 0 which yields 6 algebraic conditions Model I: γ µα X α ν = γ να X α µ Model II: Xµ α γ αν = Xν α γ αµ which reduce the number of independent components of X µν to 10.

18 Differential constraints, model I with ( γ µν = R µν + M 2 R ) g µν 6 one obtains the four vector constraints C ρ (γ 1 ) ρν µ E µν = σ X σρ ρ X + I ρ = 0 with I ρ = (γ 1 ) ρν { X αβ ( α G βν ν γ αβ ) + µ γ µα X α ν } Next C 5 ρ C ρ E µ µ = 3 2 M2 X 1 2 G µν X µν + ρ I ρ = 0 the number of DoF is 10 5 = 5.

19 Differential constraints, model II With one has ( γ µν = R µν M 2 + R ) g µν 2 C ρ γ ρν µ E µν = Σ ρναβ ν X αβ = 0 with Σ ρναβ γ ρν γ αβ γ ρβ γ να and C 5 ρ C ρ + 1 2g 00 Σ00α β ( 2E β α δα β (E σ σ 1 ) g 00 E 00 ) = 0. This does not contain the second time derivative constraint.

20 Einstein space background

21 Einstein spaces, massless limit If R µν = Λg µν γ µν g µν X µν = X νµ the equations reduce to µν + MH(X 2 µν Xg µν ) = 0 where the Higuchi mass I: MH 2 = Λ/3 + M 2, II: MH 2 = Λ + M 2. If M H = 0 then equations admit the (diff) gauge symmetry X µν X µν + (µ ξ ν) which reduces the number of DoF: 10 2 = massless limit.

22 Einstein spaces, partially massless limit For M H 0 the divergence of the equations yields four constraints µ X µν = ν X, equations reduce to X µν + µ ν X 2R µανβ X αβ + ΛXg µν + MH(X 2 µν Xg µν ) = 0. Tracing this yields (2Λ 3MH)X 2 = 0 X = = 5 DoF. If M 2 H = 2Λ/3 M2 PM gauge symmetry X µν X µν + µ ν Ω + (Λ/3)g µν Ω there remain only 4 = DoF = partially massless case.

23 Short summary Six algebraic conditions and five differential constraints C ρ = 0 and C 5 = 0 reduce the number of independent components of X µν from 16 to 5. This matches the number of polarizations of massive particles of spin 2. When restricted to Einstein spaces, the theory reproduces the standard description of massive gravitons. Unless in Einstein spaces, no massless (or partially massless) limit. For any value of the FP mass M the number of DoF on generic background is 5.

24 Cosmological background

25 FLRW cosmology Line element g µν dx µ dx ν = dt 2 + a 2 (t)dx 2 where a(t) fulfills the Einstein equations 3 ȧ2 a 2 = ρ M 2 Pl ρ, 2 ä a + ȧ2 a 2 = p M 2 Pl p. Here M Pl is the Planck mass and ρ, p are the energy density and pressure of the background matter.

26 Fourier decomposition X µν (t, x) = a 2 (t) k X µν (t, k)e ikx where the Fourier amplitude splits into the sum of the tensor, vector, and scalar harmonics, X µν (t, k) = X µν (2) + X µν (1) + X µν (0). The spatial part of the background Ricci tensor R ik δ ik hence X ik = X ki X µν has only 13 independent components. Assuming the spatial momentum k to be directed along the third axis, k = (0, 0, k), the harmonics are

27 Tensor, vector, scalar harmonics X µν (2) = 0 D + D 0 0 D D + 0, X (1) X (0) µν = µν = S iks + 0 S S 0 iks S k2 S 0 W + + W + 0 W+ 0 0 ikv + W 0 0 ikv, 0 ikv + ikv 0, where D ±, V ±, S, W ± ±, S ± ± are 13 functions of time. The equations split into three independent groups one for the tensor modes X µν (2), one for vector modes X µν (1), and one for scalar modes X µν (0).

28 Tensor sector The effective action is I (2) = (KḊ 2 ± UD 2 ±) a 3 dt with where K = 1, U = M 2 eff + k2 /a 2 I : M 2 eff = M ρ, m2 H = M 2 eff, II : M 2 eff = M 2 p, m 2 H = M 2 + ρ m H reduces to the Higuchi mass in the Einstein space limit.

29 Vector sector 4 auxiliary amplitudes are expressed in terms of two V ± W + ± = P 2 m 2 H V ± m 4 H + P2 (m 2 H ɛ/2), W ± = P2 [m 2 H ɛ] V ± m 4 H + P2 (m 2 H ɛ/2), (with ɛ = ρ + p) and the effective action I (1) = (K V ± 2 UV±) 2 a 3 dt with K = U = M 2 eff k2 k 2 m 4 H m 4 H + (k2 /a 2 )(m 2 H ɛ/2), In Einstein spaces one has m H = M H (Higuchi mass), vector modes do not propagate if M H = 0 (massless limit). Otherwise m H const. they always propagate.

30 Scalar sector auxiliary amplitudes 4 auxiliary amplitudes are expressed in terms of one single S S+ = m2 H ɛ S +, m 2 H S + = 2 m 2 H S + + = 1 Ha 2 Ṡ with H = ȧ/a while (Ṡ + a 2 HS + + ), + 2Hm4 H P2 Ṡ + m 6 H P2 S m 4 H (2P2 + 3m 2 H )S /a2 2H 2 [3m 4 H + 2P2 (2m 2 H ɛ)], S = A Ṡ + B S where A, B are complicated functions of the background scale factor a. The amplitude S fulfils one single master equation following from

31 Scalar sector master equation where the kinetic term K = I (0) = (KṠ 2 US 2 ) a 3 dt 3k 4 m 4 H (m2 H 2H2 ) (m 2 H 2H2 )[9m 4 H + 6(k2 /a 2 )(2m 2 H ɛ)] + 4(k4 /a 4 )(m 2 H ɛ) and the potential U/K M 2 eff as k 0 U/K c 2 (k 2 /a 2 ) as k where c is the sound speed. There is only one DoF in the scalar sector (!!!) In the Einstein space one has m H = M H and the scalar mode does not propagate if either M H = 0 (massless limit) or if M 2 H = 2H2 (partially massless limit). In the generic case one has m H const. and it always propagates.

32 No ghost conditions lim K > 0 k with K (2) = 1, K (1) = K (0) = k 2 m 4 H m 4 H + (k2 /a 2 )(m 2 H ɛ/2), 3k 4 m 4 H (m2 H 2H2 ) (m 2 H 2H2 )[9m 4 H + 6(k2 /a 2 )(2m 2 H ɛ)] + 4(k4 /a 4 )(m 2 H ɛ)

33 No tachyon conditions c 2 > 0 with c 2 (2) = 1, c 2 (1) = M2 eff m 4 H (m 2 H ɛ/2), c 2 (0) = (m2 H ɛ)[m4 H + (2H2 4M 2 eff ɛ)m2 H + 4H2 M 2 eff ] 3m 4 H (2H2 m 2 H ).

34 Stability of the system Everything is stable if the background density is small, ρ M 2 M 2 Pl. Model II is stable for any ρ if w = p/ρ < 2/5 stable during inflation. Model I is stable during the inflation if the Hubble rate is not very high, H < M. Both models are always stable after inflation if M GeV. Both models are stable now if M 10 3 ev. Assuming that X µν couples only to gravity and hence massive gravitons do not have other decay channels, it follows that they could be a part of Dark Matter (DM) at present.

35 Backreaction

36 Self-coupled system I = 1 2 (M 2 Pl R + X νµ E µν ) g d 4 x. Varying this with respect to the X µν and g µν yields M 2 Pl G µν = T µν, E µν = 0, where the energy-momentum tensor T µν is rather complicated. The only solution in the homogeneous and isotropic sector is found in model II and only for M 2 < 0: de Sitter with Λ = 3M 2 > 0 Massive gravitons in our model cannot mimic dark energy.

37 Other applications Holographic superconductors... (?) Black hole solutions? Boson star solutions?

38 Spontaneous hair on black holes

39 Hairy black holes Einstein-Yang-Mills (+Higgs, dilaton) theory, Einstein-Skyrme (XX-th century) Scalars violating the energy conditions (phantom fields, negative potentials) (XXI-st century) Non-minimally coupled scalars (Horndeski) (XXI-st century) Non-linear massive gravity (XXI-st century) Spinning scalar clouds (XXI-st century) /M.S.V. arxiv: /

40 Superradiance Incident waves with ω < mω H are amplified by a spinning black hole /Zel dovich 1971/, /Starobinsky 1972/, /Bardeen, Press, Teukolsky 1972/ If the black hole is surrounded by mirror walls, the field will be trapped inside the walls but its amplitude will grow black hole bomb /Press, Teukolsky 1972/ If the field has a mass µ then its modes with ω < µ cannot escape to infinity and will stay close to the black hole /Damour, Deruelle, Ruffini 1976/. Such modes will be amplified but also absorbed by the black hole.

41 Black hole hair via superradiance If the amplification and absorption rates of massive modes are equal, this will lead to non-trivial stationary field clouds around spinning black holes. This suggests that spinning black holes may support massive hair and moreover, spontaneously grow it. First confirmation of this scenario scalar Kerr clouds = spinning black holes with massive complex scalar field /Herdeiro, Radu, 2014/. Next spinning black holes with massive complex vector field /Herdeiro, Radu, Runarsson 2016/.

42 Black hole hair via superradiance First confirmation of the spontaneous growth phenomenon growth of massive complex vector field /East, Pretorius 2017/. As the supperadiance rate increases with spin, the vector massive hair grows faster than the scalar one easier to simulate. However, the tensor hair should grow still faster. This suggest there should be spinning black holes with complex massive graviton hair. Complexification replacing in the action I = 1 2 X νµ E µν X νµ E µν + X νµ Ē µν (M 2 Pl R + X νµ E µν ) g d 4 x.

43 Summary of results The consistent theory of massive gravitons in arbitrary spacetimes presented in the form simple enough for practical applications. The theory is described by a non-symmetric rank-2 tensor whose equations of motion imply six algebraic and five differential constraints reducing the number of independent components to five. The theory reproduces the standard description of massive gravitons in Einstein spaces. In generic spacetimes it does not show the massless limit and always propagates five degrees of freedom, even for the vanishing mass parameter. The explicit solution for a homogeneous and isotropic cosmological background shows that the gravitons are stable, hence they may be a part of Dark Matter. An interesting open issue possible existence of stationary black holes with massive graviton hair.

Higher Derivative Gravity Theories

Higher Derivative Gravity Theories Higher Derivative Gravity Theories Black Holes in AdS space-times James Mashiyane Supervisor: Prof Kevin Goldstein University of the Witwatersrand Second Mandelstam, 20 January 2018 James Mashiyane WITS)

Διαβάστε περισσότερα

CHAPTER 25 SOLVING EQUATIONS BY ITERATIVE METHODS

CHAPTER 25 SOLVING EQUATIONS BY ITERATIVE METHODS CHAPTER 5 SOLVING EQUATIONS BY ITERATIVE METHODS EXERCISE 104 Page 8 1. Find the positive root of the equation x + 3x 5 = 0, correct to 3 significant figures, using the method of bisection. Let f(x) =

Διαβάστε περισσότερα

EE512: Error Control Coding

EE512: Error Control Coding EE512: Error Control Coding Solution for Assignment on Finite Fields February 16, 2007 1. (a) Addition and Multiplication tables for GF (5) and GF (7) are shown in Tables 1 and 2. + 0 1 2 3 4 0 0 1 2 3

Διαβάστε περισσότερα

Space-Time Symmetries

Space-Time Symmetries Chapter Space-Time Symmetries In classical fiel theory any continuous symmetry of the action generates a conserve current by Noether's proceure. If the Lagrangian is not invariant but only shifts by a

Διαβάστε περισσότερα

Section 8.3 Trigonometric Equations

Section 8.3 Trigonometric Equations 99 Section 8. Trigonometric Equations Objective 1: Solve Equations Involving One Trigonometric Function. In this section and the next, we will exple how to solving equations involving trigonometric functions.

Διαβάστε περισσότερα

C.S. 430 Assignment 6, Sample Solutions

C.S. 430 Assignment 6, Sample Solutions C.S. 430 Assignment 6, Sample Solutions Paul Liu November 15, 2007 Note that these are sample solutions only; in many cases there were many acceptable answers. 1 Reynolds Problem 10.1 1.1 Normal-order

Διαβάστε περισσότερα

Phys460.nb Solution for the t-dependent Schrodinger s equation How did we find the solution? (not required)

Phys460.nb Solution for the t-dependent Schrodinger s equation How did we find the solution? (not required) Phys460.nb 81 ψ n (t) is still the (same) eigenstate of H But for tdependent H. The answer is NO. 5.5.5. Solution for the tdependent Schrodinger s equation If we assume that at time t 0, the electron starts

Διαβάστε περισσότερα

Example Sheet 3 Solutions

Example Sheet 3 Solutions Example Sheet 3 Solutions. i Regular Sturm-Liouville. ii Singular Sturm-Liouville mixed boundary conditions. iii Not Sturm-Liouville ODE is not in Sturm-Liouville form. iv Regular Sturm-Liouville note

Διαβάστε περισσότερα

2 Composition. Invertible Mappings

2 Composition. Invertible Mappings Arkansas Tech University MATH 4033: Elementary Modern Algebra Dr. Marcel B. Finan Composition. Invertible Mappings In this section we discuss two procedures for creating new mappings from old ones, namely,

Διαβάστε περισσότερα

Matrices and Determinants

Matrices and Determinants Matrices and Determinants SUBJECTIVE PROBLEMS: Q 1. For what value of k do the following system of equations possess a non-trivial (i.e., not all zero) solution over the set of rationals Q? x + ky + 3z

Διαβάστε περισσότερα

HOMEWORK 4 = G. In order to plot the stress versus the stretch we define a normalized stretch:

HOMEWORK 4 = G. In order to plot the stress versus the stretch we define a normalized stretch: HOMEWORK 4 Problem a For the fast loading case, we want to derive the relationship between P zz and λ z. We know that the nominal stress is expressed as: P zz = ψ λ z where λ z = λ λ z. Therefore, applying

Διαβάστε περισσότερα

Απόκριση σε Μοναδιαία Ωστική Δύναμη (Unit Impulse) Απόκριση σε Δυνάμεις Αυθαίρετα Μεταβαλλόμενες με το Χρόνο. Απόστολος Σ.

Απόκριση σε Μοναδιαία Ωστική Δύναμη (Unit Impulse) Απόκριση σε Δυνάμεις Αυθαίρετα Μεταβαλλόμενες με το Χρόνο. Απόστολος Σ. Απόκριση σε Δυνάμεις Αυθαίρετα Μεταβαλλόμενες με το Χρόνο The time integral of a force is referred to as impulse, is determined by and is obtained from: Newton s 2 nd Law of motion states that the action

Διαβάστε περισσότερα

= {{D α, D α }, D α }. = [D α, 4iσ µ α α D α µ ] = 4iσ µ α α [Dα, D α ] µ.

= {{D α, D α }, D α }. = [D α, 4iσ µ α α D α µ ] = 4iσ µ α α [Dα, D α ] µ. PHY 396 T: SUSY Solutions for problem set #1. Problem 2(a): First of all, [D α, D 2 D α D α ] = {D α, D α }D α D α {D α, D α } = {D α, D α }D α + D α {D α, D α } (S.1) = {{D α, D α }, D α }. Second, {D

Διαβάστε περισσότερα

6.1. Dirac Equation. Hamiltonian. Dirac Eq.

6.1. Dirac Equation. Hamiltonian. Dirac Eq. 6.1. Dirac Equation Ref: M.Kaku, Quantum Field Theory, Oxford Univ Press (1993) η μν = η μν = diag(1, -1, -1, -1) p 0 = p 0 p = p i = -p i p μ p μ = p 0 p 0 + p i p i = E c 2 - p 2 = (m c) 2 H = c p 2

Διαβάστε περισσότερα

Chapter 6: Systems of Linear Differential. be continuous functions on the interval

Chapter 6: Systems of Linear Differential. be continuous functions on the interval Chapter 6: Systems of Linear Differential Equations Let a (t), a 2 (t),..., a nn (t), b (t), b 2 (t),..., b n (t) be continuous functions on the interval I. The system of n first-order differential equations

Διαβάστε περισσότερα

Second Order Partial Differential Equations

Second Order Partial Differential Equations Chapter 7 Second Order Partial Differential Equations 7.1 Introduction A second order linear PDE in two independent variables (x, y Ω can be written as A(x, y u x + B(x, y u xy + C(x, y u u u + D(x, y

Διαβάστε περισσότερα

Finite Field Problems: Solutions

Finite Field Problems: Solutions Finite Field Problems: Solutions 1. Let f = x 2 +1 Z 11 [x] and let F = Z 11 [x]/(f), a field. Let Solution: F =11 2 = 121, so F = 121 1 = 120. The possible orders are the divisors of 120. Solution: The

Διαβάστε περισσότερα

4.6 Autoregressive Moving Average Model ARMA(1,1)

4.6 Autoregressive Moving Average Model ARMA(1,1) 84 CHAPTER 4. STATIONARY TS MODELS 4.6 Autoregressive Moving Average Model ARMA(,) This section is an introduction to a wide class of models ARMA(p,q) which we will consider in more detail later in this

Διαβάστε περισσότερα

Homework 8 Model Solution Section

Homework 8 Model Solution Section MATH 004 Homework Solution Homework 8 Model Solution Section 14.5 14.6. 14.5. Use the Chain Rule to find dz where z cosx + 4y), x 5t 4, y 1 t. dz dx + dy y sinx + 4y)0t + 4) sinx + 4y) 1t ) 0t + 4t ) sinx

Διαβάστε περισσότερα

Forced Pendulum Numerical approach

Forced Pendulum Numerical approach Numerical approach UiO April 8, 2014 Physical problem and equation We have a pendulum of length l, with mass m. The pendulum is subject to gravitation as well as both a forcing and linear resistance force.

Διαβάστε περισσότερα

The Simply Typed Lambda Calculus

The Simply Typed Lambda Calculus Type Inference Instead of writing type annotations, can we use an algorithm to infer what the type annotations should be? That depends on the type system. For simple type systems the answer is yes, and

Διαβάστε περισσότερα

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 19/5/2007

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 19/5/2007 Οδηγίες: Να απαντηθούν όλες οι ερωτήσεις. Αν κάπου κάνετε κάποιες υποθέσεις να αναφερθούν στη σχετική ερώτηση. Όλα τα αρχεία που αναφέρονται στα προβλήματα βρίσκονται στον ίδιο φάκελο με το εκτελέσιμο

Διαβάστε περισσότερα

Concrete Mathematics Exercises from 30 September 2016

Concrete Mathematics Exercises from 30 September 2016 Concrete Mathematics Exercises from 30 September 2016 Silvio Capobianco Exercise 1.7 Let H(n) = J(n + 1) J(n). Equation (1.8) tells us that H(2n) = 2, and H(2n+1) = J(2n+2) J(2n+1) = (2J(n+1) 1) (2J(n)+1)

Διαβάστε περισσότερα

Jesse Maassen and Mark Lundstrom Purdue University November 25, 2013

Jesse Maassen and Mark Lundstrom Purdue University November 25, 2013 Notes on Average Scattering imes and Hall Factors Jesse Maassen and Mar Lundstrom Purdue University November 5, 13 I. Introduction 1 II. Solution of the BE 1 III. Exercises: Woring out average scattering

Διαβάστε περισσότερα

SCHOOL OF MATHEMATICAL SCIENCES G11LMA Linear Mathematics Examination Solutions

SCHOOL OF MATHEMATICAL SCIENCES G11LMA Linear Mathematics Examination Solutions SCHOOL OF MATHEMATICAL SCIENCES GLMA Linear Mathematics 00- Examination Solutions. (a) i. ( + 5i)( i) = (6 + 5) + (5 )i = + i. Real part is, imaginary part is. (b) ii. + 5i i ( + 5i)( + i) = ( i)( + i)

Διαβάστε περισσότερα

Reminders: linear functions

Reminders: linear functions Reminders: linear functions Let U and V be vector spaces over the same field F. Definition A function f : U V is linear if for every u 1, u 2 U, f (u 1 + u 2 ) = f (u 1 ) + f (u 2 ), and for every u U

Διαβάστε περισσότερα

Lecture 2: Dirac notation and a review of linear algebra Read Sakurai chapter 1, Baym chatper 3

Lecture 2: Dirac notation and a review of linear algebra Read Sakurai chapter 1, Baym chatper 3 Lecture 2: Dirac notation and a review of linear algebra Read Sakurai chapter 1, Baym chatper 3 1 State vector space and the dual space Space of wavefunctions The space of wavefunctions is the set of all

Διαβάστε περισσότερα

Srednicki Chapter 55

Srednicki Chapter 55 Srednicki Chapter 55 QFT Problems & Solutions A. George August 3, 03 Srednicki 55.. Use equations 55.3-55.0 and A i, A j ] = Π i, Π j ] = 0 (at equal times) to verify equations 55.-55.3. This is our third

Διαβάστε περισσότερα

Symmetric Stress-Energy Tensor

Symmetric Stress-Energy Tensor Chapter 3 Symmetric Stress-Energy ensor We noticed that Noether s conserved currents are arbitrary up to the addition of a divergence-less field. Exploiting this freedom the canonical stress-energy tensor

Διαβάστε περισσότερα

MATH423 String Theory Solutions 4. = 0 τ = f(s). (1) dτ ds = dxµ dτ f (s) (2) dτ 2 [f (s)] 2 + dxµ. dτ f (s) (3)

MATH423 String Theory Solutions 4. = 0 τ = f(s). (1) dτ ds = dxµ dτ f (s) (2) dτ 2 [f (s)] 2 + dxµ. dτ f (s) (3) 1. MATH43 String Theory Solutions 4 x = 0 τ = fs). 1) = = f s) ) x = x [f s)] + f s) 3) equation of motion is x = 0 if an only if f s) = 0 i.e. fs) = As + B with A, B constants. i.e. allowe reparametrisations

Διαβάστε περισσότερα

Inverse trigonometric functions & General Solution of Trigonometric Equations. ------------------ ----------------------------- -----------------

Inverse trigonometric functions & General Solution of Trigonometric Equations. ------------------ ----------------------------- ----------------- Inverse trigonometric functions & General Solution of Trigonometric Equations. 1. Sin ( ) = a) b) c) d) Ans b. Solution : Method 1. Ans a: 17 > 1 a) is rejected. w.k.t Sin ( sin ) = d is rejected. If sin

Διαβάστε περισσότερα

forms This gives Remark 1. How to remember the above formulas: Substituting these into the equation we obtain with

forms This gives Remark 1. How to remember the above formulas: Substituting these into the equation we obtain with Week 03: C lassification of S econd- Order L inear Equations In last week s lectures we have illustrated how to obtain the general solutions of first order PDEs using the method of characteristics. We

Διαβάστε περισσότερα

Every set of first-order formulas is equivalent to an independent set

Every set of first-order formulas is equivalent to an independent set Every set of first-order formulas is equivalent to an independent set May 6, 2008 Abstract A set of first-order formulas, whatever the cardinality of the set of symbols, is equivalent to an independent

Διαβάστε περισσότερα

Approximation of distance between locations on earth given by latitude and longitude

Approximation of distance between locations on earth given by latitude and longitude Approximation of distance between locations on earth given by latitude and longitude Jan Behrens 2012-12-31 In this paper we shall provide a method to approximate distances between two points on earth

Διαβάστε περισσότερα

derivation of the Laplacian from rectangular to spherical coordinates

derivation of the Laplacian from rectangular to spherical coordinates derivation of the Laplacian from rectangular to spherical coordinates swapnizzle 03-03- :5:43 We begin by recognizing the familiar conversion from rectangular to spherical coordinates (note that φ is used

Διαβάστε περισσότερα

ST5224: Advanced Statistical Theory II

ST5224: Advanced Statistical Theory II ST5224: Advanced Statistical Theory II 2014/2015: Semester II Tutorial 7 1. Let X be a sample from a population P and consider testing hypotheses H 0 : P = P 0 versus H 1 : P = P 1, where P j is a known

Διαβάστε περισσότερα

( y) Partial Differential Equations

( y) Partial Differential Equations Partial Dierential Equations Linear P.D.Es. contains no owers roducts o the deendent variables / an o its derivatives can occasionall be solved. Consider eamle ( ) a (sometimes written as a ) we can integrate

Διαβάστε περισσότερα

2. THEORY OF EQUATIONS. PREVIOUS EAMCET Bits.

2. THEORY OF EQUATIONS. PREVIOUS EAMCET Bits. EAMCET-. THEORY OF EQUATIONS PREVIOUS EAMCET Bits. Each of the roots of the equation x 6x + 6x 5= are increased by k so that the new transformed equation does not contain term. Then k =... - 4. - Sol.

Διαβάστε περισσότερα

Chapter 6: Systems of Linear Differential. be continuous functions on the interval

Chapter 6: Systems of Linear Differential. be continuous functions on the interval Chapter 6: Systems of Linear Differential Equations Let a (t), a 2 (t),..., a nn (t), b (t), b 2 (t),..., b n (t) be continuous functions on the interval I. The system of n first-order differential equations

Διαβάστε περισσότερα

Exercises 10. Find a fundamental matrix of the given system of equations. Also find the fundamental matrix Φ(t) satisfying Φ(0) = I. 1.

Exercises 10. Find a fundamental matrix of the given system of equations. Also find the fundamental matrix Φ(t) satisfying Φ(0) = I. 1. Exercises 0 More exercises are available in Elementary Differential Equations. If you have a problem to solve any of them, feel free to come to office hour. Problem Find a fundamental matrix of the given

Διαβάστε περισσότερα

Second Order RLC Filters

Second Order RLC Filters ECEN 60 Circuits/Electronics Spring 007-0-07 P. Mathys Second Order RLC Filters RLC Lowpass Filter A passive RLC lowpass filter (LPF) circuit is shown in the following schematic. R L C v O (t) Using phasor

Διαβάστε περισσότερα

ANSWERSHEET (TOPIC = DIFFERENTIAL CALCULUS) COLLECTION #2. h 0 h h 0 h h 0 ( ) g k = g 0 + g 1 + g g 2009 =?

ANSWERSHEET (TOPIC = DIFFERENTIAL CALCULUS) COLLECTION #2. h 0 h h 0 h h 0 ( ) g k = g 0 + g 1 + g g 2009 =? Teko Classes IITJEE/AIEEE Maths by SUHAAG SIR, Bhopal, Ph (0755) 3 00 000 www.tekoclasses.com ANSWERSHEET (TOPIC DIFFERENTIAL CALCULUS) COLLECTION # Question Type A.Single Correct Type Q. (A) Sol least

Διαβάστε περισσότερα

DERIVATION OF MILES EQUATION FOR AN APPLIED FORCE Revision C

DERIVATION OF MILES EQUATION FOR AN APPLIED FORCE Revision C DERIVATION OF MILES EQUATION FOR AN APPLIED FORCE Revision C By Tom Irvine Email: tomirvine@aol.com August 6, 8 Introduction The obective is to derive a Miles equation which gives the overall response

Διαβάστε περισσότερα

CRASH COURSE IN PRECALCULUS

CRASH COURSE IN PRECALCULUS CRASH COURSE IN PRECALCULUS Shiah-Sen Wang The graphs are prepared by Chien-Lun Lai Based on : Precalculus: Mathematics for Calculus by J. Stuwart, L. Redin & S. Watson, 6th edition, 01, Brooks/Cole Chapter

Διαβάστε περισσότερα

Partial Differential Equations in Biology The boundary element method. March 26, 2013

Partial Differential Equations in Biology The boundary element method. March 26, 2013 The boundary element method March 26, 203 Introduction and notation The problem: u = f in D R d u = ϕ in Γ D u n = g on Γ N, where D = Γ D Γ N, Γ D Γ N = (possibly, Γ D = [Neumann problem] or Γ N = [Dirichlet

Διαβάστε περισσότερα

Homework 3 Solutions

Homework 3 Solutions Homework 3 Solutions Igor Yanovsky (Math 151A TA) Problem 1: Compute the absolute error and relative error in approximations of p by p. (Use calculator!) a) p π, p 22/7; b) p π, p 3.141. Solution: For

Διαβάστε περισσότερα

Dark matter from Dark Energy-Baryonic Matter Couplings

Dark matter from Dark Energy-Baryonic Matter Couplings Dark matter from Dark Energy-Baryonic Matter Coulings Alejandro Avilés 1,2 1 Instituto de Ciencias Nucleares, UNAM, México 2 Instituto Nacional de Investigaciones Nucleares (ININ) México January 10, 2010

Διαβάστε περισσότερα

Derivation of Optical-Bloch Equations

Derivation of Optical-Bloch Equations Appendix C Derivation of Optical-Bloch Equations In this appendix the optical-bloch equations that give the populations and coherences for an idealized three-level Λ system, Fig. 3. on page 47, will be

Διαβάστε περισσότερα

3.4 SUM AND DIFFERENCE FORMULAS. NOTE: cos(α+β) cos α + cos β cos(α-β) cos α -cos β

3.4 SUM AND DIFFERENCE FORMULAS. NOTE: cos(α+β) cos α + cos β cos(α-β) cos α -cos β 3.4 SUM AND DIFFERENCE FORMULAS Page Theorem cos(αβ cos α cos β -sin α cos(α-β cos α cos β sin α NOTE: cos(αβ cos α cos β cos(α-β cos α -cos β Proof of cos(α-β cos α cos β sin α Let s use a unit circle

Διαβάστε περισσότερα

Differential equations

Differential equations Differential equations Differential equations: An equation inoling one dependent ariable and its deriaties w. r. t one or more independent ariables is called a differential equation. Order of differential

Διαβάστε περισσότερα

Η αλληλεπίδραση ανάμεσα στην καθημερινή γλώσσα και την επιστημονική ορολογία: παράδειγμα από το πεδίο της Κοσμολογίας

Η αλληλεπίδραση ανάμεσα στην καθημερινή γλώσσα και την επιστημονική ορολογία: παράδειγμα από το πεδίο της Κοσμολογίας Η αλληλεπίδραση ανάμεσα στην καθημερινή γλώσσα και την επιστημονική ορολογία: παράδειγμα από το πεδίο της Κοσμολογίας ΠΕΡΙΛΗΨΗ Αριστείδης Κοσιονίδης Η κατανόηση των εννοιών ενός επιστημονικού πεδίου απαιτεί

Διαβάστε περισσότερα

Cosmological Space-Times

Cosmological Space-Times Cosmological Space-Times Lecture notes compiled by Geoff Bicknell based primarily on: Sean Carroll: An Introduction to General Relativity plus additional material 1 Metric of special relativity ds 2 =

Διαβάστε περισσότερα

The kinetic and potential energies as T = 1 2. (m i η2 i k(η i+1 η i ) 2 ). (3) The Hooke s law F = Y ξ, (6) with a discrete analog

The kinetic and potential energies as T = 1 2. (m i η2 i k(η i+1 η i ) 2 ). (3) The Hooke s law F = Y ξ, (6) with a discrete analog Lecture 12: Introduction to Analytical Mechanics of Continuous Systems Lagrangian Density for Continuous Systems The kinetic and potential energies as T = 1 2 i η2 i (1 and V = 1 2 i+1 η i 2, i (2 where

Διαβάστε περισσότερα

Nonminimal derivative coupling scalar-tensor theories: odd-parity perturbations and black hole stability

Nonminimal derivative coupling scalar-tensor theories: odd-parity perturbations and black hole stability Nonminimal derivative coupling scalar-tensor theories: odd-parity perturbations and black hole stability A. Cisterna 1 M. Cruz 2 T. Delsate 3 J. Saavedra 4 1 Universidad Austral de Chile 2 Facultad de

Διαβάστε περισσότερα

Section 7.6 Double and Half Angle Formulas

Section 7.6 Double and Half Angle Formulas 09 Section 7. Double and Half Angle Fmulas To derive the double-angles fmulas, we will use the sum of two angles fmulas that we developed in the last section. We will let α θ and β θ: cos(θ) cos(θ + θ)

Διαβάστε περισσότερα

( ) 2 and compare to M.

( ) 2 and compare to M. Problems and Solutions for Section 4.2 4.9 through 4.33) 4.9 Calculate the square root of the matrix 3!0 M!0 8 Hint: Let M / 2 a!b ; calculate M / 2!b c ) 2 and compare to M. Solution: Given: 3!0 M!0 8

Διαβάστε περισσότερα

Ordinal Arithmetic: Addition, Multiplication, Exponentiation and Limit

Ordinal Arithmetic: Addition, Multiplication, Exponentiation and Limit Ordinal Arithmetic: Addition, Multiplication, Exponentiation and Limit Ting Zhang Stanford May 11, 2001 Stanford, 5/11/2001 1 Outline Ordinal Classification Ordinal Addition Ordinal Multiplication Ordinal

Διαβάστε περισσότερα

Solutions to Exercise Sheet 5

Solutions to Exercise Sheet 5 Solutions to Eercise Sheet 5 jacques@ucsd.edu. Let X and Y be random variables with joint pdf f(, y) = 3y( + y) where and y. Determine each of the following probabilities. Solutions. a. P (X ). b. P (X

Διαβάστε περισσότερα

ECE Spring Prof. David R. Jackson ECE Dept. Notes 2

ECE Spring Prof. David R. Jackson ECE Dept. Notes 2 ECE 634 Spring 6 Prof. David R. Jackson ECE Dept. Notes Fields in a Source-Free Region Example: Radiation from an aperture y PEC E t x Aperture Assume the following choice of vector potentials: A F = =

Διαβάστε περισσότερα

Fourier Series. MATH 211, Calculus II. J. Robert Buchanan. Spring Department of Mathematics

Fourier Series. MATH 211, Calculus II. J. Robert Buchanan. Spring Department of Mathematics Fourier Series MATH 211, Calculus II J. Robert Buchanan Department of Mathematics Spring 2018 Introduction Not all functions can be represented by Taylor series. f (k) (c) A Taylor series f (x) = (x c)

Διαβάστε περισσότερα

상대론적고에너지중이온충돌에서 제트입자와관련된제동복사 박가영 인하대학교 윤진희교수님, 권민정교수님

상대론적고에너지중이온충돌에서 제트입자와관련된제동복사 박가영 인하대학교 윤진희교수님, 권민정교수님 상대론적고에너지중이온충돌에서 제트입자와관련된제동복사 박가영 인하대학교 윤진희교수님, 권민정교수님 Motivation Bremsstrahlung is a major rocess losing energies while jet articles get through the medium. BUT it should be quite different from low energy

Διαβάστε περισσότερα

b. Use the parametrization from (a) to compute the area of S a as S a ds. Be sure to substitute for ds!

b. Use the parametrization from (a) to compute the area of S a as S a ds. Be sure to substitute for ds! MTH U341 urface Integrals, tokes theorem, the divergence theorem To be turned in Wed., Dec. 1. 1. Let be the sphere of radius a, x 2 + y 2 + z 2 a 2. a. Use spherical coordinates (with ρ a) to parametrize.

Διαβάστε περισσότερα

Areas and Lengths in Polar Coordinates

Areas and Lengths in Polar Coordinates Kiryl Tsishchanka Areas and Lengths in Polar Coordinates In this section we develop the formula for the area of a region whose boundary is given by a polar equation. We need to use the formula for the

Διαβάστε περισσότερα

Three coupled amplitudes for the πη, K K and πη channels without data

Three coupled amplitudes for the πη, K K and πη channels without data Three coupled amplitudes for the πη, K K and πη channels without data Robert Kamiński IFJ PAN, Kraków and Łukasz Bibrzycki Pedagogical University, Kraków HaSpect meeting, Kraków, V/VI 216 Present status

Διαβάστε περισσότερα

Cosmology with non-minimal derivative coupling

Cosmology with non-minimal derivative coupling Kazan Federal University, Kazan, Russia 8th Spontaneous Workshop on Cosmology Institut d Etude Scientifique de Cargèse, Corsica May 13, 2014 Plan Plan Scalar fields: minimal and nonminimal coupling to

Διαβάστε περισσότερα

General 2 2 PT -Symmetric Matrices and Jordan Blocks 1

General 2 2 PT -Symmetric Matrices and Jordan Blocks 1 General 2 2 PT -Symmetric Matrices and Jordan Blocks 1 Qing-hai Wang National University of Singapore Quantum Physics with Non-Hermitian Operators Max-Planck-Institut für Physik komplexer Systeme Dresden,

Διαβάστε περισσότερα

3+1 Splitting of the Generalized Harmonic Equations

3+1 Splitting of the Generalized Harmonic Equations 3+1 Splitting of the Generalized Harmonic Equations David Brown North Carolina State University EGM June 2011 Numerical Relativity Interpret general relativity as an initial value problem: Split spacetime

Διαβάστε περισσότερα

Appendix to On the stability of a compressible axisymmetric rotating flow in a pipe. By Z. Rusak & J. H. Lee

Appendix to On the stability of a compressible axisymmetric rotating flow in a pipe. By Z. Rusak & J. H. Lee Appendi to On the stability of a compressible aisymmetric rotating flow in a pipe By Z. Rusak & J. H. Lee Journal of Fluid Mechanics, vol. 5 4, pp. 5 4 This material has not been copy-edited or typeset

Διαβάστε περισσότερα

Problem Set 9 Solutions. θ + 1. θ 2 + cotθ ( ) sinθ e iφ is an eigenfunction of the ˆ L 2 operator. / θ 2. φ 2. sin 2 θ φ 2. ( ) = e iφ. = e iφ cosθ.

Problem Set 9 Solutions. θ + 1. θ 2 + cotθ ( ) sinθ e iφ is an eigenfunction of the ˆ L 2 operator. / θ 2. φ 2. sin 2 θ φ 2. ( ) = e iφ. = e iφ cosθ. Chemistry 362 Dr Jean M Standard Problem Set 9 Solutions The ˆ L 2 operator is defined as Verify that the angular wavefunction Y θ,φ) Also verify that the eigenvalue is given by 2! 2 & L ˆ 2! 2 2 θ 2 +

Διαβάστε περισσότερα

Econ 2110: Fall 2008 Suggested Solutions to Problem Set 8 questions or comments to Dan Fetter 1

Econ 2110: Fall 2008 Suggested Solutions to Problem Set 8  questions or comments to Dan Fetter 1 Eon : Fall 8 Suggested Solutions to Problem Set 8 Email questions or omments to Dan Fetter Problem. Let X be a salar with density f(x, θ) (θx + θ) [ x ] with θ. (a) Find the most powerful level α test

Διαβάστε περισσότερα

Areas and Lengths in Polar Coordinates

Areas and Lengths in Polar Coordinates Kiryl Tsishchanka Areas and Lengths in Polar Coordinates In this section we develop the formula for the area of a region whose boundary is given by a polar equation. We need to use the formula for the

Διαβάστε περισσότερα

1 String with massive end-points

1 String with massive end-points 1 String with massive end-points Πρόβλημα 5.11:Θεωρείστε μια χορδή μήκους, τάσης T, με δύο σημειακά σωματίδια στα άκρα της, το ένα μάζας m, και το άλλο μάζας m. α) Μελετώντας την κίνηση των άκρων βρείτε

Διαβάστε περισσότερα

[1] P Q. Fig. 3.1

[1] P Q. Fig. 3.1 1 (a) Define resistance....... [1] (b) The smallest conductor within a computer processing chip can be represented as a rectangular block that is one atom high, four atoms wide and twenty atoms long. One

Διαβάστε περισσότερα

w o = R 1 p. (1) R = p =. = 1

w o = R 1 p. (1) R = p =. = 1 Πανεπιστήµιο Κρήτης - Τµήµα Επιστήµης Υπολογιστών ΗΥ-570: Στατιστική Επεξεργασία Σήµατος 205 ιδάσκων : Α. Μουχτάρης Τριτη Σειρά Ασκήσεων Λύσεις Ασκηση 3. 5.2 (a) From the Wiener-Hopf equation we have:

Διαβάστε περισσότερα

Higher spin gauge theories and their CFT duals

Higher spin gauge theories and their CFT duals Higher spin gauge theories and their CFT duals E-mail: hikida@phys-h.keio.ac.jp 2 AdS Vasiliev AdS/CFT 4 Vasiliev 3 O(N) 3 Vasiliev 2 W N 1 AdS/CFT g µν Vasiliev AdS [1] AdS/CFT anti-de Sitter (AdS) (CFT)

Διαβάστε περισσότερα

CHAPTER 101 FOURIER SERIES FOR PERIODIC FUNCTIONS OF PERIOD

CHAPTER 101 FOURIER SERIES FOR PERIODIC FUNCTIONS OF PERIOD CHAPTER FOURIER SERIES FOR PERIODIC FUNCTIONS OF PERIOD EXERCISE 36 Page 66. Determine the Fourier series for the periodic function: f(x), when x +, when x which is periodic outside this rge of period.

Διαβάστε περισσότερα

TMA4115 Matematikk 3

TMA4115 Matematikk 3 TMA4115 Matematikk 3 Andrew Stacey Norges Teknisk-Naturvitenskapelige Universitet Trondheim Spring 2010 Lecture 12: Mathematics Marvellous Matrices Andrew Stacey Norges Teknisk-Naturvitenskapelige Universitet

Διαβάστε περισσότερα

Fractional Colorings and Zykov Products of graphs

Fractional Colorings and Zykov Products of graphs Fractional Colorings and Zykov Products of graphs Who? Nichole Schimanski When? July 27, 2011 Graphs A graph, G, consists of a vertex set, V (G), and an edge set, E(G). V (G) is any finite set E(G) is

Διαβάστε περισσότερα

Section 9.2 Polar Equations and Graphs

Section 9.2 Polar Equations and Graphs 180 Section 9. Polar Equations and Graphs In this section, we will be graphing polar equations on a polar grid. In the first few examples, we will write the polar equation in rectangular form to help identify

Διαβάστε περισσότερα

ω ω ω ω ω ω+2 ω ω+2 + ω ω ω ω+2 + ω ω+1 ω ω+2 2 ω ω ω ω ω ω ω ω+1 ω ω2 ω ω2 + ω ω ω2 + ω ω ω ω2 + ω ω+1 ω ω2 + ω ω+1 + ω ω ω ω2 + ω

ω ω ω ω ω ω+2 ω ω+2 + ω ω ω ω+2 + ω ω+1 ω ω+2 2 ω ω ω ω ω ω ω ω+1 ω ω2 ω ω2 + ω ω ω2 + ω ω ω ω2 + ω ω+1 ω ω2 + ω ω+1 + ω ω ω ω2 + ω 0 1 2 3 4 5 6 ω ω + 1 ω + 2 ω + 3 ω + 4 ω2 ω2 + 1 ω2 + 2 ω2 + 3 ω3 ω3 + 1 ω3 + 2 ω4 ω4 + 1 ω5 ω 2 ω 2 + 1 ω 2 + 2 ω 2 + ω ω 2 + ω + 1 ω 2 + ω2 ω 2 2 ω 2 2 + 1 ω 2 2 + ω ω 2 3 ω 3 ω 3 + 1 ω 3 + ω ω 3 +

Διαβάστε περισσότερα

Non-Gaussianity from Lifshitz Scalar

Non-Gaussianity from Lifshitz Scalar COSMO/CosPA 200 September 27, 200 Non-Gaussianity from Lifshitz Scalar Takeshi Kobayashi (Tokyo U.) based on: arxiv:008.406 with Keisuke Izumi, Shinji Mukohyama Lifshitz scalars with z=3 obtain super-horizon,

Διαβάστε περισσότερα

6.3 Forecasting ARMA processes

6.3 Forecasting ARMA processes 122 CHAPTER 6. ARMA MODELS 6.3 Forecasting ARMA processes The purpose of forecasting is to predict future values of a TS based on the data collected to the present. In this section we will discuss a linear

Διαβάστε περισσότερα

You may not start to read the questions printed on the subsequent pages until instructed to do so by the Invigilator.

You may not start to read the questions printed on the subsequent pages until instructed to do so by the Invigilator. MATHEMATICAL TRIPOS Part III Monday 6 June, 2005 9 to 12 PAPER 60 GENERAL RELATIVITY Attempt THREE questions. There are FOUR questions in total. The questions carry equal weight. The signature is ( + ),

Διαβάστε περισσότερα

D Alembert s Solution to the Wave Equation

D Alembert s Solution to the Wave Equation D Alembert s Solution to the Wave Equation MATH 467 Partial Differential Equations J. Robert Buchanan Department of Mathematics Fall 2018 Objectives In this lesson we will learn: a change of variable technique

Διαβάστε περισσότερα

MATHEMATICS. 1. If A and B are square matrices of order 3 such that A = -1, B =3, then 3AB = 1) -9 2) -27 3) -81 4) 81

MATHEMATICS. 1. If A and B are square matrices of order 3 such that A = -1, B =3, then 3AB = 1) -9 2) -27 3) -81 4) 81 1. If A and B are square matrices of order 3 such that A = -1, B =3, then 3AB = 1) -9 2) -27 3) -81 4) 81 We know that KA = A If A is n th Order 3AB =3 3 A. B = 27 1 3 = 81 3 2. If A= 2 1 0 0 2 1 then

Διαβάστε περισσότερα

Overview. Transition Semantics. Configurations and the transition relation. Executions and computation

Overview. Transition Semantics. Configurations and the transition relation. Executions and computation Overview Transition Semantics Configurations and the transition relation Executions and computation Inference rules for small-step structural operational semantics for the simple imperative language Transition

Διαβάστε περισσότερα

The challenges of non-stable predicates

The challenges of non-stable predicates The challenges of non-stable predicates Consider a non-stable predicate Φ encoding, say, a safety property. We want to determine whether Φ holds for our program. The challenges of non-stable predicates

Διαβάστε περισσότερα

An Inventory of Continuous Distributions

An Inventory of Continuous Distributions Appendi A An Inventory of Continuous Distributions A.1 Introduction The incomplete gamma function is given by Also, define Γ(α; ) = 1 with = G(α; ) = Z 0 Z 0 Z t α 1 e t dt, α > 0, >0 t α 1 e t dt, α >

Διαβάστε περισσότερα

Local Approximation with Kernels

Local Approximation with Kernels Local Approximation with Kernels Thomas Hangelbroek University of Hawaii at Manoa 5th International Conference Approximation Theory, 26 work supported by: NSF DMS-43726 A cubic spline example Consider

Διαβάστε περισσότερα

Estimation for ARMA Processes with Stable Noise. Matt Calder & Richard A. Davis Colorado State University

Estimation for ARMA Processes with Stable Noise. Matt Calder & Richard A. Davis Colorado State University Estimation for ARMA Processes with Stable Noise Matt Calder & Richard A. Davis Colorado State University rdavis@stat.colostate.edu 1 ARMA processes with stable noise Review of M-estimation Examples of

Διαβάστε περισσότερα

PARTIAL NOTES for 6.1 Trigonometric Identities

PARTIAL NOTES for 6.1 Trigonometric Identities PARTIAL NOTES for 6.1 Trigonometric Identities tanθ = sinθ cosθ cotθ = cosθ sinθ BASIC IDENTITIES cscθ = 1 sinθ secθ = 1 cosθ cotθ = 1 tanθ PYTHAGOREAN IDENTITIES sin θ + cos θ =1 tan θ +1= sec θ 1 + cot

Διαβάστε περισσότερα

Problem Set 3: Solutions

Problem Set 3: Solutions CMPSCI 69GG Applied Information Theory Fall 006 Problem Set 3: Solutions. [Cover and Thomas 7.] a Define the following notation, C I p xx; Y max X; Y C I p xx; Ỹ max I X; Ỹ We would like to show that C

Διαβάστε περισσότερα

DESIGN OF MACHINERY SOLUTION MANUAL h in h 4 0.

DESIGN OF MACHINERY SOLUTION MANUAL h in h 4 0. DESIGN OF MACHINERY SOLUTION MANUAL -7-1! PROBLEM -7 Statement: Design a double-dwell cam to move a follower from to 25 6, dwell for 12, fall 25 and dwell for the remader The total cycle must take 4 sec

Διαβάστε περισσότερα

Congruence Classes of Invertible Matrices of Order 3 over F 2

Congruence Classes of Invertible Matrices of Order 3 over F 2 International Journal of Algebra, Vol. 8, 24, no. 5, 239-246 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/.2988/ija.24.422 Congruence Classes of Invertible Matrices of Order 3 over F 2 Ligong An and

Διαβάστε περισσότερα

Potential Dividers. 46 minutes. 46 marks. Page 1 of 11

Potential Dividers. 46 minutes. 46 marks. Page 1 of 11 Potential Dividers 46 minutes 46 marks Page 1 of 11 Q1. In the circuit shown in the figure below, the battery, of negligible internal resistance, has an emf of 30 V. The pd across the lamp is 6.0 V and

Διαβάστε περισσότερα

Assalamu `alaikum wr. wb.

Assalamu `alaikum wr. wb. LUMP SUM Assalamu `alaikum wr. wb. LUMP SUM Wassalamu alaikum wr. wb. Assalamu `alaikum wr. wb. LUMP SUM Wassalamu alaikum wr. wb. LUMP SUM Lump sum lump sum lump sum. lump sum fixed price lump sum lump

Διαβάστε περισσότερα

Written Examination. Antennas and Propagation (AA ) April 26, 2017.

Written Examination. Antennas and Propagation (AA ) April 26, 2017. Written Examination Antennas and Propagation (AA. 6-7) April 6, 7. Problem ( points) Let us consider a wire antenna as in Fig. characterized by a z-oriented linear filamentary current I(z) = I cos(kz)ẑ

Διαβάστε περισσότερα

Nuclear Physics 5. Name: Date: 8 (1)

Nuclear Physics 5. Name: Date: 8 (1) Name: Date: Nuclear Physics 5. A sample of radioactive carbon-4 decays into a stable isotope of nitrogen. As the carbon-4 decays, the rate at which the amount of nitrogen is produced A. decreases linearly

Διαβάστε περισσότερα

Solutions to the Schrodinger equation atomic orbitals. Ψ 1 s Ψ 2 s Ψ 2 px Ψ 2 py Ψ 2 pz

Solutions to the Schrodinger equation atomic orbitals. Ψ 1 s Ψ 2 s Ψ 2 px Ψ 2 py Ψ 2 pz Solutions to the Schrodinger equation atomic orbitals Ψ 1 s Ψ 2 s Ψ 2 px Ψ 2 py Ψ 2 pz ybridization Valence Bond Approach to bonding sp 3 (Ψ 2 s + Ψ 2 px + Ψ 2 py + Ψ 2 pz) sp 2 (Ψ 2 s + Ψ 2 px + Ψ 2 py)

Διαβάστε περισσότερα

SOLUTIONS TO MATH38181 EXTREME VALUES AND FINANCIAL RISK EXAM

SOLUTIONS TO MATH38181 EXTREME VALUES AND FINANCIAL RISK EXAM SOLUTIONS TO MATH38181 EXTREME VALUES AND FINANCIAL RISK EXAM Solutions to Question 1 a) The cumulative distribution function of T conditional on N n is Pr T t N n) Pr max X 1,..., X N ) t N n) Pr max

Διαβάστε περισσότερα