Gauge-Stringy Instantons

Μέγεθος: px
Εμφάνιση ξεκινά από τη σελίδα:

Download "Gauge-Stringy Instantons"

Transcript

1 Gauge-Stringy Instantons Parsa Hossein Ghorbani Institute for Research in Fundamental Sciences (IPM) School of Particles and Accelerators INFN Sezione di Napoli July 2013 Parsa Hossein Ghorbani Gauge-Stringy Instantons 1/42

2 Brane Configuration Parsa Hossein Ghorbani Gauge-Stringy Instantons 2/42

3 Supersymmetry gauge theories in string theory can be realized by coinciding D-branes: The N = 4 D = 4 U(N) gauge theories lives on a stack of N D3-branes. Instanton in gauge theories are realized by Dp/D(p-4) brane configurations. Parsa Hossein Ghorbani Gauge-Stringy Instantons 3/42

4 Gauge instantons with charge k in N = 4 U(N) in 4D are realized by N D3-branes and k D( 1)-branes. x µ D3 D(-1) 3/3 strings D3-1/3 strings : Neumann boundary condition : Dirichlet boundary condition -1/-1 strings Neveu-Schwarz Ramond Spectrum: 3/3  µ, ˆΦ i ˆΛαA, ˆΛ αa (-1)/(-1) â µ, ˆχ i ˆM αa, ˆλ αa 3/(-1) & (-1)/3 ŵ α, ˆ w α ˆµ A, ˆ µ A Parsa Hossein Ghorbani Gauge-Stringy Instantons 4/42

5 Gauge instantons with charge k in N = 4 U(N) in 4D are realized by N D3-branes and k D( 1)-branes. D3 x µ D3 D(-1) 3/3 strings : Neumann boundary condition : Dirichlet boundary condition Neveu-Schwarz Ramond Spectrum: 3/3  µ, ˆΦ i ˆΛαA, ˆΛ αa (-1)/(-1) â µ, ˆχ i ˆM αa, ˆλ αa 3/(-1) & (-1)/3 ŵ α, ˆ w α ˆµ A, ˆ µ A Parsa Hossein Ghorbani Gauge-Stringy Instantons 5/42

6 Gauge instantons with charge k in N = 4 U(N) in 4D are realized by N D3-branes and k D( 1)-branes. D3 x µ D3 D(-1) : Neumann boundary condition : Dirichlet boundary condition -1/-1 strings Neveu-Schwarz Ramond Spectrum: 3/3  µ, ˆΦ i ˆΛαA, ˆΛ αa (-1)/(-1) â µ, ˆχ i ˆM αa, ˆλ αa 3/(-1) & (-1)/3 ŵ α, ˆ w α ˆµ A, ˆ µ A Parsa Hossein Ghorbani Gauge-Stringy Instantons 6/42

7 Gauge instantons with charge k in N = 4 U(N) in 4D are realized by N D3-branes and k D( 1)-branes. D3 x µ D3 D(-1) -1/3 strings : Neumann boundary condition : Dirichlet boundary condition Neveu-Schwarz Ramond Spectrum: 3/3  µ, ˆΦ i ˆΛαA, ˆΛ αa (-1)/(-1) â µ, ˆχ i ˆM αa, ˆλ αa 3/(-1) & (-1)/3 ŵ α, ˆ w α ˆµ A, ˆ µ A Parsa Hossein Ghorbani Gauge-Stringy Instantons 7/42

8 We are interested in studying instantons in N = 2 U(N) gauge theories in 4D. One way to reduce the number of of supersymmetries is to add orbifolds in the background. An example of orbifold group that we consider in our model: Z 3 = {1, ξ, ξ 1 } ξ = e 2πi 3 The orbifold group acts only on the first two complex coordinates in the internal space. The manifold in the internal space: C 2 /Z 3 C Parsa Hossein Ghorbani Gauge-Stringy Instantons 8/42

9 At the singularity of orbifold the SUSY breaks down: N = 4 U(N) N = 2 U(N 1 ) U(N 2 ) U(N 3 ) In the presence of the orbifold N D3-branes split into N 1,N 2 and N 3 fractional D3-branes. Three gauge theories on fractional branes can be demonstrated by a quiver diagram: U(N 1 ) N 1 N 2 U(N 2 ) N 3 U(N 3 ) Parsa Hossein Ghorbani Gauge-Stringy Instantons 9/42

10 To our model we include another background: An O3-plan along the D3-branes world-volume. Orientifold projection imposes extra symmetry on the world-sheet. Adding O3-plane do not change the number of supersymmetries; It reduces the number of moduli degrees of freedom. The orientifold projection also reduces the unitary groups: U(N), U(k) USp(N), O(k) Parsa Hossein Ghorbani Gauge-Stringy Instantons 10/42

11 Gauge instanton configuration: The gauge branes and D-instantons are in the same representation of the orbifold group, i.e. they occupy the same node of quiver diagram. U(N 2 ) U(N 2 ) U(k 2 ) U(k 2 ) Parsa Hossein Ghorbani Gauge-Stringy Instantons 11/42

12 Stringy instanton configuration: The gauge branes and D-instantons are in two different representations of the orbifold group,.i.e they occupy different nodes of quiver diagram. O(k 1 ) U(N 2 ) U(N 2 ) Parsa Hossein Ghorbani Gauge-Stringy Instantons 12/42

13 Gauge-Stringy Model: O(k 1 ) U(N 2 ) U(N 2 ) U(k 2 ) U(k 2 ) Parsa Hossein Ghorbani Gauge-Stringy Instantons 13/42

14 Gauge-Stringy Spectrum Parsa Hossein Ghorbani Gauge-Stringy Instantons 14/42

15 The NS sector of -1/-1 string states are called the Neutral Bosonic Moduli: φ M a µ χ p a µ χ i M = 0,.., 9; µ = 0,.., 3; i = 1, 2, 3 Under orbifold transformation: a µ = γ(g) a µ γ(g) 1 χ i = ξ i γ(g) χ i γ(g) 1 g(γ) is a representation of the orbifold group acting on Chan-Paton matrices: 1l ks 0 0 γ(g) = 0 ξ 1l kg ξ 1 1l kg Parsa Hossein Ghorbani Gauge-Stringy Instantons 15/42

16 Under orientifold transformation: a µ = γ + (Ω) a T µ γ + (Ω) 1 χ i = γ + (Ω) χ T i γ + (Ω) 1 γ + (Ω) is a symmetric representation of orientifold group acting on Chan-Paton matrices: 1l ks 0 0 γ + (Ω) = 0 0 1l kg 0 1l kg 0 1l ks and 1l kg are respectively k s k s and k g k g unit matrices. Parsa Hossein Ghorbani Gauge-Stringy Instantons 16/42

17 Neutral Bosonic Chan-Patons satisfying orbifold and orienfifold conditions: a µ (s) 0 0 χ (s) 0 0 a µ = 0 a µ (g) 0 χ 3 = 0 χ (g) a µ T 0 0 χ T (g) (g) χ 1 = a µ (s) = aµ T (s) χ (s) = χ T (s) 0 χ 1 (gs) χ χ 1 (gs) (g) χ 2 = χ 2 T (gs) 0 0 T χ 2 (g) 0 χ 1 (gs) χ 1 (g) = χ1 T (g) χ 2 (g) = χ2 T (g) Parsa Hossein Ghorbani Gauge-Stringy Instantons 17/42

18 The R sector of 1/ 1 string states are the Neutral Fermionic Moduli: Λ A λ αa M αa A = 1,.., 16 α, α = 1, 2 A = 1,.., 4 Through GSO projection we have chosen only the anti-chiral Ramond spinor i.e. Λ A. The index α (α) in λ αa (M αa ) is anti-chiral (chiral) in the Lorentz space. The lower (upper) index A is chiral (anti-chiral) in 6d internal space. Parsa Hossein Ghorbani Gauge-Stringy Instantons 18/42

19 The Chan-Paton structure of Neutral Fermionic Moduli: M αȧ (s) 0 0 M αȧ = 0 M(g) αȧ 0 M(s) αȧ = M αȧ T (s) 0 0 M(g) αȧ T λ αȧ = λ (s) αȧ λ (g) αȧ T λ (g) αȧ λ (s) αȧ = λ (s) αȧ T The entries in the Chan-Paton matrices are of either stringy or gauge type. Parsa Hossein Ghorbani Gauge-Stringy Instantons 19/42

20 The off-diagonal Chan-Patons of Neutral Fermionic Moduli: 0 M α M α3 (gs) 0 = 0 0 M(g) α M(gs)T α 0 0 M(g) α = M (g) α T 0 0 λ (gs) α λ α3 = T λ (gs) α 0 0 T λ (g) α = λ (g) α 0 λ (g) α 0 M α4 = λ α4 = 0 0 M α (gs) 0 0 M α (gs) T λ (gs) α 0 M α (g) 0 0 λ (gs) α λ (g) α T 0 0 M α (g) = M α (g) T λ (g) α = λ T (g) α Parsa Hossein Ghorbani Gauge-Stringy Instantons 20/42

21 The charged moduli stem from 1/3 string states which enjoy the mixed boundary conditions. The string endpoint on D3-branes transform under anti-symmetric representation γ (Ω) of orienfifold group and string endpoint on D-instanton transform under the symmetric representation γ + (Ω): γ (Ω) = ɛ N1 N l N N 0 1l N N 0 1l ks 0 0 γ + (Ω) = 0 0 1l kg 0 1l kg 0 Parsa Hossein Ghorbani Gauge-Stringy Instantons 21/42

22 Cherged bosonic moduli w α and w α are Weyl spinors in Lorentz space and scalars in internal space. Orbifold and orienfifold conditions on w α and w α are: w α = γ (g) w α γ (g) 1 w α = γ + (Ω) w Ṫ α γ (Ω) 1 Chan-Paton matrices takes the form: w α = 0 w (g) α 0 w α = 0 0 w (g) α w (g) T α w T (g) α Parsa Hossein Ghorbani Gauge-Stringy Instantons 22/42

23 The R sector of 3/ 1 string states µ A and µ A are charged fermionic moduli: µ A = R(g) A Bγ(g)µ B γ(g) 1 µ A = R(Ω) A Bγ + (Ω)(µ B ) T γ (Ω) µ a = 0 µ a (g) 0 µ a = 0 µ a T 0 0 µ a (g) 0 (g) 0 0 µ a T (g) µ T (s) 0 µ 3 = 0 0 µ (g) µ 3 = 0 0 µ T (g) µ (s) µ 4 = µ (s) µ (g) 0 µ 4 = 0 0 µ T (s) µ T (g) 0 Parsa Hossein Ghorbani Gauge-Stringy Instantons 23/42

24 The quartic terms in the moduli action can be rewritten in quadratic form by introducing auxiliary moduli : D c η c µν [a µ, a ν ] + ζ c mn [χ m, χ n ]. where D c = η c µν ζ c mn = 0 D(s) c D(g) c D(g) c T with D c (s) = Dc (s)t. Parsa Hossein Ghorbani Gauge-Stringy Instantons 24/42

25 where C αȧ ( σ µ ) α α [ a µ, χ αa] χȧb ( σ m )ȧb χ m χ a ḃ (σm ) a ḃ χ m therefore: C α3 = 0 C α (gs) C α (g) C α (gs)t 0 0 C α4 = 0 0 C α (gs) 0 0 C α (gs) T 0 C α (g) 0 C(g) α = Cα T (g) C α (g) = C α (g) T Parsa Hossein Ghorbani Gauge-Stringy Instantons 25/42

26 h a w α χ αa h 1 = 0 0 h (g) h1 = h (s) h 2 = h (s) 0 0 h 2 = 0 h (g) 0 0 h T (s) h (g) T h T (s) h (g) T 0 Parsa Hossein Ghorbani Gauge-Stringy Instantons 26/42

27 Gauge-Stringy Q-Exact Action Parsa Hossein Ghorbani Gauge-Stringy Instantons 27/42

28 The moduli action is known from ADHM construction. It can also be rederived from disk amplitudes couplings in type IIB: S = S cubic + S quartic + S charged g 2 0 S quartic = 1 2 D2 c + 1 ( η 2 Dc c [ µ ν ] µν a, a + ζ c [ m n ]) mn χ, χ 1 [ aµ, χ ] [ a µ, χ ] 4 1 [a µ, χ αa] [ ] 1 aµ, χ a α 2 4 [χ, χ] [χ, χ] 1 [ χ, χ αa] [ χ, χ a α ], 4 g 2 [ 0 S cubic = 4( σµ ) αβ M βa ], a µ λ α [ a + 4( σµ ) αβ M βȧ ], a µ λ α ȧ i [ 2 λ αa χ, λ αa] i [ 2 λ αȧ χ, λ αȧ] [ iλ αȧ χȧb, λ α ] b i 2 M αa [χ, M αa] i [ ] 2 M αȧ [ χ, M αȧ ] im αa χ a ḃ, M ḃ α g 2 0 S charged = 2i ( µ a w α + w α µ a) λ α a + 2i ( µȧw α + w α µȧ) λ α ȧ id c w α ( τ c) β α w β χȧb w α w α χ bȧ + 2χ w α w α χ ) +i µ a µ aχ + i µȧµȧ χ + i ( µ a µḃ µḃµ a χ a ḃ All moduli in the above action are 3 3 block Chan-Paton matrices. Parsa Hossein Ghorbani Gauge-Stringy Instantons 28/42

29 The prepotential of N = 2 SYM is obtained through the logarithm of the total partition function Z: Z = q k Z k k=1 q = µ γ(ks,kg) e 2πiτ k-instanton partition function is given by integrating out over all neutral and charged moduli. Z k = N k dx 4 dθ 4 d ˆM k e S(M k,φ) [dm k ] = µ γ Superspace coordinates θ αa trm αa and x µ tra µ are the center of the instanton. The moduli action does not depend on the center of instanton. The moduli integration except for leading instanton numbers is too difficult to perform. Parsa Hossein Ghorbani Gauge-Stringy Instantons 29/42

30 The action of the instanton moduli space enjoys an important holomorphicity property. The holomorphicity becomes evident by a topological twist: SU(2) R SU(2) I SU(2) = diag(su(2) R SU(2) I ) This identification reorganize the 4 supercharges Q αa into a singlet and a triplet: Q = 1 2 ɛ α β α β Q Q c = i 2 (τ α β c) α βq The moduli having an index of right-handed Lorentz subgroup or the internal subgroup are decomposed. λ αa λ α β 1 2 ɛ α β η + i 2 (τ c ) α βλ c M αa M α β 1 2 M µ(σ µ ) α β Parsa Hossein Ghorbani Gauge-Stringy Instantons 30/42

31 The action turns out to be Q-exact; S = Q Ξ: Ξ = i 4 M µ [ ] 1 χ, a [ ] µ + 2 A ηc µν λc α a µ, a ( ν w τ c) α β w β ( c λ + µ α w α + w α µ α) χ λc D c + i 4 [χ, χ] η 1 2 ( µ a ha + h a µ a ) ( w α µ a + µ a w α) χ a α +4 ( σ µ) α [ ] αa 1 χa α α, a µ M + 2 M αa C αa i [ 2 λ αa χ αa ], χ + 1 ζ c m n mn ( σ ) β [ σ α 2 λc χ a α ], χ βa Qχ = 0, Qa µ = M µ Qλ c = D c Qw α = µ α Q w α = µ α Qχ αa = λ αa Q χ = η Qχ a α = λ a α QM αa = C αa Qµ a = h a Q µ a = h a Qη = i [χ, χ] QM µ = i [ χ, a µ] QD c = i [ χ, λ c] Qµ α = iw α χ Q µ α = iχ w α Qλ αa = i [χ, χ αa] Qλ a α = i [χ, χ a α ] QC αa = i [ χ, M αa] Qh a = iµ a χ Q h a = iχ µ a Parsa Hossein Ghorbani Gauge-Stringy Instantons 31/42

32 The multi-instanton calculus becomes possible by localization of integral on the instanton moduli space through the introduction of an Ω-background. In IIB the Ω-background is provided by a R-R 3-form flux F LMN. The flux invariant under orbifold and orientifold projection: F µν F µνz and F µν F µν z, z and z along the third complex coordinate. Interaction with bosonic moduli: 1 tr {F µν a ν [ χ, a µ ] + i Fa µ [χ, a ν ] i F µν a µ F νρ a ρ} g 2 0 Interaction with fermionic moduli: 1 { tr 1 2 ɛ cdeλ c λ d f e f c λ c η + if c D c χ + F µν M µ M ν} g 2 0 Parsa Hossein Ghorbani Gauge-Stringy Instantons 32/42

33 The BRST transformation of moduli involve only holomorphic graviphoton field strength. Q Ω χ = 0, Q Ω χ = η Q Ω a µ = M µ Q Ω λ c = D c Q Ω η = i [χ, χ] Q Ω M µ = i [ χ, a µ] i F µν a ν Q Ω D c = i [ χ, λ c] + ɛ cde λ d f e Q Ω w α = µ α Q Ω µ α = iw α χ + iφw α 1 µν F µν ( σ ) w 2 α β β Q Ω w α = µ α Q Ω µ α = iχ w α i w α φ 1 µν F µν ( σ ) w 2 α β β Q Ω χ αa = λ αa Q Ω λ αa [ = i χ, χ αa] 1 µν F µν ( σ ) χ 2 α β βa Q Ω χ a α = λ a α Q Ω λ a α = i [χ, χ a α ] 1 2 µν F µν ( σ ) β α χ a β Q Ω M αa = C αa Q Ω C αa = i [ χ, M αa] 1 F µν ( ) α σ µν β 2 M βa Q Ω µ a = h a Q Ω µ a = h a Q Ω h a = iµ a χ iφµ a Q Ω ha = iχ µ a + i µ a φ The gauge fermion Ξ depends only on anti-holomorphic graviphoton field strength: Ξ = Ξ + Ξ F Ξ F = if cλ c χ + f µν a µ M ν + f µν ( σ µν ) α β w α µ β + f µν ( σ µν ) α β χ αa λ a β Parsa Hossein Ghorbani Gauge-Stringy Instantons 33/42

34 The dimension of the moduli space is defined as the sum over all canonical dimensions of the moduli. In number of degrees of freedom of the various Chan-Paton matrices and the moduli dimensions are given by the table: BRST pairs moduli gauge stringy gauge-stringy [L] (a µ, M µ ) k 2 g ( χ, η) k 2 g (λ c, D c ) k 2 g 1 2 ks (ks + 1) (L, L 1 2 ) 1 2 ks (ks 1) (L 1, L 3 2 ) 1 2 ks (ks 1) 3 (L 2, L 2 ) (µ a, h a ), ( µ a, h a) k gn k sn (L 1 2, L 0 ) ( w α, µ α), ( w α, µ α ) k gn (L, L 1 2 ) (M αa, C αa ) 1 2 k g ( kg + 1 ) k gk s (L 1 2, L 0 ) (χ αa, λ αa ) 1 ( 2 k g kg 1 ) k gk s (L 1, L 3 2 ) The dimension of the moduli space becomes then: [dm] = µ b 1(k g k s) Parsa Hossein Ghorbani Gauge-Stringy Instantons 34/42

35 Gauge-Stringy Partition Function Parsa Hossein Ghorbani Gauge-Stringy Instantons 35/42

36 In a certain localization limit the functional integral becomes Gaussian and easy to perform. Z (gs) k = dχd χ I (g) I (s) I (gs) where I (g) = P (g)( χ)r (g) ( χ)c (g) ( χ) Q (g) ( χ)l (g) ( χ)w (g) ( χ) I (s) = P (s)(χ)r (s) (χ) Q (s) (χ) I (gs) = C (gs)( χ, χ) L (gs) ( χ, χ) The functions above are the determinants of the BRST charge in different representations. χ χ s and χ χ g are unpaired Chan-Paton matrices. Parsa Hossein Ghorbani Gauge-Stringy Instantons 36/42

37 The integration still get simplified more if one goes to the Cartan basis. In Cartan basis the partition function integration takes the form: Z (gs) k = r[u(k)] dχ i d χ I ( d χ I 2πi ) I=1 r[so(k)] i=1 ( dχ i 2πi ) ( χ I) (χ i ) I (g) (χ I ) I (s) (χ i ) I (gs) (χ i, χ I ) where I (g) (χ I ) = P (g)( χ I )R (g) ( χ I )C (g) ( χ I ) Q (g) ( χ I )L (g) ( χ I )W (g) ( χ I ) I (s) (χ i ) = P (s)(χ i )R (s) (χ i ) Q (s) (χ i ) I (gs) (χ i, χ I ) = C (gs)( χ I, χ i ) L (gs) ( χ I, χ i ) Parsa Hossein Ghorbani Gauge-Stringy Instantons 37/42

38 Switching off any of the gauge or stringy moduli we reach respectively to stringy or gauge partition function. The partition function we obtain in our string theory calculations is exactly the same as the one extracted from ADHM calculations: Z (g) k = ɛ k (E 1 E 2 ) k k d χ I I=1 N 2 l=1 A=1 (2 χ I + E A )( χ I + φ l ) ( χ I + φ l ɛ)( χ I + φ l + ɛ) ( χ I χ J ) 2 [( χ I χ J ) 2 ɛ 2 ]( χ I + χ J + E A ) [( χ I χ J ) 2 E 2 A ][( χ I + χ J ) 2 ɛ 2 ] The stringy partition function is also coincides with the one we studied in a separate paper. Parsa Hossein Ghorbani Gauge-Stringy Instantons 38/42

39 The prepotential is the logarithm of the total partition function: F (n.p.) (Φ) = ɛ log Z tot φ Φ,EA 0 The prepotential itself come from the contribution of all instanton numbers: F (n.p.) = F k q k φ Φ,EA 0 k=1 Expanding the logarithm of the total partition function one arrives at F (gs) 1 = ɛz (gs) 1 F (gs) 2 = ɛz (gs) 2 F (gs) 2 1 /2ɛ Parsa Hossein Ghorbani Gauge-Stringy Instantons 39/42

40 Performing the integration even for small instanton numbers is very difficult. We have done the integration of the partition function for only k = 1 and k = 2: Z (gs) 1 = ( 1)N N 1 E1 2 2 Z (gs) 2 = ( 1)N N 2 E 4 ( 1 8trΦ 4 4E 2 3 1trΦ 2 + 5/16E1) 4 The prepotential corrections due to 1- and 2-instanton in U(N) gauge theory becomes: F (gs) 1 = ( 1)N N 1 E1 4 2 F (gs) 2 = ( 1)N N 2 E 6 ( 1 8trΦ 4 4E 2 3 1trΦ 2 + 5/16E1 4 ) N E6 1 Parsa Hossein Ghorbani Gauge-Stringy Instantons 40/42

41 Conclusion One may be interested in studying the gauge-instanton functions in other classical gauge theories. It is nice to see if the dimensionless moduli measure can exist in other gauge-stringy configurations. Obtaining higher instanton number calculation is still an open problem in gauge-stringy calculation. Parsa Hossein Ghorbani Gauge-Stringy Instantons 41/42

42 Thank You! Parsa Hossein Ghorbani Gauge-Stringy Instantons 42/42

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

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

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

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

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

Statistical Inference I Locally most powerful tests

Statistical Inference I Locally most powerful tests Statistical Inference I Locally most powerful tests Shirsendu Mukherjee Department of Statistics, Asutosh College, Kolkata, India. shirsendu st@yahoo.co.in So far we have treated the testing of one-sided

Διαβάστε περισσότερα

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

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

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

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

Math221: HW# 1 solutions

Math221: HW# 1 solutions Math: HW# solutions Andy Royston October, 5 7.5.7, 3 rd Ed. We have a n = b n = a = fxdx = xdx =, x cos nxdx = x sin nx n sin nxdx n = cos nx n = n n, x sin nxdx = x cos nx n + cos nxdx n cos n = + sin

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

On a four-dimensional hyperbolic manifold with finite volume

On a four-dimensional hyperbolic manifold with finite volume BULETINUL ACADEMIEI DE ŞTIINŢE A REPUBLICII MOLDOVA. MATEMATICA Numbers 2(72) 3(73), 2013, Pages 80 89 ISSN 1024 7696 On a four-dimensional hyperbolic manifold with finite volume I.S.Gutsul Abstract. In

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

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

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

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

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

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

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

= {{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

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

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

Notes on the Open Economy

Notes on the Open Economy Notes on the Open Econom Ben J. Heijdra Universit of Groningen April 24 Introduction In this note we stud the two-countr model of Table.4 in more detail. restated here for convenience. The model is Table.4.

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

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

Tridiagonal matrices. Gérard MEURANT. October, 2008

Tridiagonal matrices. Gérard MEURANT. October, 2008 Tridiagonal matrices Gérard MEURANT October, 2008 1 Similarity 2 Cholesy factorizations 3 Eigenvalues 4 Inverse Similarity Let α 1 ω 1 β 1 α 2 ω 2 T =......... β 2 α 1 ω 1 β 1 α and β i ω i, i = 1,...,

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

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

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

Parametrized Surfaces

Parametrized Surfaces Parametrized Surfaces Recall from our unit on vector-valued functions at the beginning of the semester that an R 3 -valued function c(t) in one parameter is a mapping of the form c : I R 3 where I is some

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

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

k A = [k, k]( )[a 1, a 2 ] = [ka 1,ka 2 ] 4For the division of two intervals of confidence in R +

k A = [k, k]( )[a 1, a 2 ] = [ka 1,ka 2 ] 4For the division of two intervals of confidence in R + Chapter 3. Fuzzy Arithmetic 3- Fuzzy arithmetic: ~Addition(+) and subtraction (-): Let A = [a and B = [b, b in R If x [a and y [b, b than x+y [a +b +b Symbolically,we write A(+)B = [a (+)[b, b = [a +b

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

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

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

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

Main source: "Discrete-time systems and computer control" by Α. ΣΚΟΔΡΑΣ ΨΗΦΙΑΚΟΣ ΕΛΕΓΧΟΣ ΔΙΑΛΕΞΗ 4 ΔΙΑΦΑΝΕΙΑ 1

Main source: Discrete-time systems and computer control by Α. ΣΚΟΔΡΑΣ ΨΗΦΙΑΚΟΣ ΕΛΕΓΧΟΣ ΔΙΑΛΕΞΗ 4 ΔΙΑΦΑΝΕΙΑ 1 Main source: "Discrete-time systems and computer control" by Α. ΣΚΟΔΡΑΣ ΨΗΦΙΑΚΟΣ ΕΛΕΓΧΟΣ ΔΙΑΛΕΞΗ 4 ΔΙΑΦΑΝΕΙΑ 1 A Brief History of Sampling Research 1915 - Edmund Taylor Whittaker (1873-1956) devised a

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

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

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

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

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

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

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

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

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

The Pohozaev identity for the fractional Laplacian

The Pohozaev identity for the fractional Laplacian The Pohozaev identity for the fractional Laplacian Xavier Ros-Oton Departament Matemàtica Aplicada I, Universitat Politècnica de Catalunya (joint work with Joaquim Serra) Xavier Ros-Oton (UPC) The Pohozaev

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

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

Uniform Convergence of Fourier Series Michael Taylor

Uniform Convergence of Fourier Series Michael Taylor Uniform Convergence of Fourier Series Michael Taylor Given f L 1 T 1 ), we consider the partial sums of the Fourier series of f: N 1) S N fθ) = ˆfk)e ikθ. k= N A calculation gives the Dirichlet formula

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

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 6/5/2006

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 6/5/2006 Οδηγίες: Να απαντηθούν όλες οι ερωτήσεις. Ολοι οι αριθμοί που αναφέρονται σε όλα τα ερωτήματα είναι μικρότεροι το 1000 εκτός αν ορίζεται διαφορετικά στη διατύπωση του προβλήματος. Διάρκεια: 3,5 ώρες Καλή

Διαβάστε περισσότερα

SOLVING CUBICS AND QUARTICS BY RADICALS

SOLVING CUBICS AND QUARTICS BY RADICALS SOLVING CUBICS AND QUARTICS BY RADICALS The purpose of this handout is to record the classical formulas expressing the roots of degree three and degree four polynomials in terms of radicals. We begin with

Διαβάστε περισσότερα

Lecture 15 - Root System Axiomatics

Lecture 15 - Root System Axiomatics Lecture 15 - Root System Axiomatics Nov 1, 01 In this lecture we examine root systems from an axiomatic point of view. 1 Reflections If v R n, then it determines a hyperplane, denoted P v, through the

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

SCITECH Volume 13, Issue 2 RESEARCH ORGANISATION Published online: March 29, 2018

SCITECH Volume 13, Issue 2 RESEARCH ORGANISATION Published online: March 29, 2018 Journal of rogressive Research in Mathematics(JRM) ISSN: 2395-028 SCITECH Volume 3, Issue 2 RESEARCH ORGANISATION ublished online: March 29, 208 Journal of rogressive Research in Mathematics www.scitecresearch.com/journals

Διαβάστε περισσότερα

Nowhere-zero flows Let be a digraph, Abelian group. A Γ-circulation in is a mapping : such that, where, and : tail in X, head in

Nowhere-zero flows Let be a digraph, Abelian group. A Γ-circulation in is a mapping : such that, where, and : tail in X, head in Nowhere-zero flows Let be a digraph, Abelian group. A Γ-circulation in is a mapping : such that, where, and : tail in X, head in : tail in X, head in A nowhere-zero Γ-flow is a Γ-circulation such that

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

Exercises to Statistics of Material Fatigue No. 5

Exercises to Statistics of Material Fatigue No. 5 Prof. Dr. Christine Müller Dipl.-Math. Christoph Kustosz Eercises to Statistics of Material Fatigue No. 5 E. 9 (5 a Show, that a Fisher information matri for a two dimensional parameter θ (θ,θ 2 R 2, can

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

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

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

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

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

Quadratic Expressions

Quadratic Expressions Quadratic Expressions. The standard form of a quadratic equation is ax + bx + c = 0 where a, b, c R and a 0. The roots of ax + bx + c = 0 are b ± b a 4ac. 3. For the equation ax +bx+c = 0, sum of the roots

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

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

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

12. Radon-Nikodym Theorem

12. Radon-Nikodym Theorem Tutorial 12: Radon-Nikodym Theorem 1 12. Radon-Nikodym Theorem In the following, (Ω, F) is an arbitrary measurable space. Definition 96 Let μ and ν be two (possibly complex) measures on (Ω, F). We say

Διαβάστε περισσότερα

Spherical Coordinates

Spherical Coordinates Spherical Coordinates MATH 311, Calculus III J. Robert Buchanan Department of Mathematics Fall 2011 Spherical Coordinates Another means of locating points in three-dimensional space is known as the spherical

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

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

A Bonus-Malus System as a Markov Set-Chain. Małgorzata Niemiec Warsaw School of Economics Institute of Econometrics

A Bonus-Malus System as a Markov Set-Chain. Małgorzata Niemiec Warsaw School of Economics Institute of Econometrics A Bonus-Malus System as a Markov Set-Chain Małgorzata Niemiec Warsaw School of Economics Institute of Econometrics Contents 1. Markov set-chain 2. Model of bonus-malus system 3. Example 4. Conclusions

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

5. Choice under Uncertainty

5. Choice under Uncertainty 5. Choice under Uncertainty Daisuke Oyama Microeconomics I May 23, 2018 Formulations von Neumann-Morgenstern (1944/1947) X: Set of prizes Π: Set of probability distributions on X : Preference relation

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

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

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

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

Dynamic types, Lambda calculus machines Section and Practice Problems Apr 21 22, 2016

Dynamic types, Lambda calculus machines Section and Practice Problems Apr 21 22, 2016 Harvard School of Engineering and Applied Sciences CS 152: Programming Languages Dynamic types, Lambda calculus machines Apr 21 22, 2016 1 Dynamic types and contracts (a) To make sure you understand the

Διαβάστε περισσότερα

Orbital angular momentum and the spherical harmonics

Orbital angular momentum and the spherical harmonics Orbital angular momentum and the spherical harmonics March 8, 03 Orbital angular momentum We compare our result on representations of rotations with our previous experience of angular momentum, defined

Διαβάστε περισσότερα

DiracDelta. Notations. Primary definition. Specific values. General characteristics. Traditional name. Traditional notation

DiracDelta. Notations. Primary definition. Specific values. General characteristics. Traditional name. Traditional notation DiracDelta Notations Traditional name Dirac delta function Traditional notation x Mathematica StandardForm notation DiracDeltax Primary definition 4.03.02.000.0 x Π lim ε ; x ε0 x 2 2 ε Specific values

Διαβάστε περισσότερα

ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ

ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ ΕΛΕΝΑ ΦΛΟΚΑ Επίκουρος Καθηγήτρια Τµήµα Φυσικής, Τοµέας Φυσικής Περιβάλλοντος- Μετεωρολογίας ΓΕΝΙΚΟΙ ΟΡΙΣΜΟΙ Πληθυσµός Σύνολο ατόµων ή αντικειµένων στα οποία αναφέρονται

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

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

( ) 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

Answer sheet: Third Midterm for Math 2339

Answer sheet: Third Midterm for Math 2339 Answer sheet: Third Midterm for Math 339 November 3, Problem. Calculate the iterated integrals (Simplify as much as possible) (a) e sin(x) dydx y e sin(x) dydx y sin(x) ln y ( cos(x)) ye y dx sin(x)(lne

Διαβάστε περισσότερα

Trigonometric Formula Sheet

Trigonometric Formula Sheet Trigonometric Formula Sheet Definition of the Trig Functions Right Triangle Definition Assume that: 0 < θ < or 0 < θ < 90 Unit Circle Definition Assume θ can be any angle. y x, y hypotenuse opposite θ

Διαβάστε περισσότερα

the total number of electrons passing through the lamp.

the total number of electrons passing through the lamp. 1. A 12 V 36 W lamp is lit to normal brightness using a 12 V car battery of negligible internal resistance. The lamp is switched on for one hour (3600 s). For the time of 1 hour, calculate (i) the energy

Διαβάστε περισσότερα

New bounds for spherical two-distance sets and equiangular lines

New bounds for spherical two-distance sets and equiangular lines New bounds for spherical two-distance sets and equiangular lines Michigan State University Oct 8-31, 016 Anhui University Definition If X = {x 1, x,, x N } S n 1 (unit sphere in R n ) and x i, x j = a

Διαβάστε περισσότερα

g-selberg integrals MV Conjecture An A 2 Selberg integral Summary Long Live the King Ole Warnaar Department of Mathematics Long Live the King

g-selberg integrals MV Conjecture An A 2 Selberg integral Summary Long Live the King Ole Warnaar Department of Mathematics Long Live the King Ole Warnaar Department of Mathematics g-selberg integrals The Selberg integral corresponds to the following k-dimensional generalisation of the beta integral: D Here and k t α 1 i (1 t i ) β 1 1 i

Διαβάστε περισσότερα

Bayesian statistics. DS GA 1002 Probability and Statistics for Data Science.

Bayesian statistics. DS GA 1002 Probability and Statistics for Data Science. Bayesian statistics DS GA 1002 Probability and Statistics for Data Science http://www.cims.nyu.edu/~cfgranda/pages/dsga1002_fall17 Carlos Fernandez-Granda Frequentist vs Bayesian statistics In frequentist

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

Math 6 SL Probability Distributions Practice Test Mark Scheme

Math 6 SL Probability Distributions Practice Test Mark Scheme Math 6 SL Probability Distributions Practice Test Mark Scheme. (a) Note: Award A for vertical line to right of mean, A for shading to right of their vertical line. AA N (b) evidence of recognizing symmetry

Διαβάστε περισσότερα

Solution Series 9. i=1 x i and i=1 x i.

Solution Series 9. i=1 x i and i=1 x i. Lecturer: Prof. Dr. Mete SONER Coordinator: Yilin WANG Solution Series 9 Q1. Let α, β >, the p.d.f. of a beta distribution with parameters α and β is { Γ(α+β) Γ(α)Γ(β) f(x α, β) xα 1 (1 x) β 1 for < x

Διαβάστε περισσότερα

CE 530 Molecular Simulation

CE 530 Molecular Simulation C 53 olecular Siulation Lecture Histogra Reweighting ethods David. Kofke Departent of Cheical ngineering SUNY uffalo kofke@eng.buffalo.edu Histogra Reweighting ethod to cobine results taken at different

Διαβάστε περισσότερα

Other Test Constructions: Likelihood Ratio & Bayes Tests

Other Test Constructions: Likelihood Ratio & Bayes Tests Other Test Constructions: Likelihood Ratio & Bayes Tests Side-Note: So far we have seen a few approaches for creating tests such as Neyman-Pearson Lemma ( most powerful tests of H 0 : θ = θ 0 vs H 1 :

Διαβάστε περισσότερα

Phys624 Quantization of Scalar Fields II Homework 3. Homework 3 Solutions. 3.1: U(1) symmetry for complex scalar

Phys624 Quantization of Scalar Fields II Homework 3. Homework 3 Solutions. 3.1: U(1) symmetry for complex scalar Homework 3 Solutions 3.1: U(1) symmetry for complex scalar 1 3.: Two complex scalars The Lagrangian for two complex scalar fields is given by, L µ φ 1 µ φ 1 m φ 1φ 1 + µ φ µ φ m φ φ (1) This can be written

Διαβάστε περισσότερα