SPECTRAL THEORY FOR NEUTRON TRANSPORT SPECTRA OF WEIGHTED SHIFT SEMIGROUPS Mustapha Mokhtar-Kharroubi (In memory of Seiji Ukaï) Chapter 3 MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 1 / 52 Abstract Transport theory is mainly a perturbation theory with respect to streaming semigroups (weighted shift semigroups) U (t ) : g ! e Rt σ(x τv ,v )d τ g (x tv , v )1ft s (x, v ) = inf fs > 0; x sv 2 / Ωg 0 s (x ,v )g where is the (…rst) exit time function from the spatial domain Ω. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 2 / 52 In this chapter, we study the real spectrum of a class of positive semigroups covering such weighted shift operators. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 3 / 52 In this chapter, we study the real spectrum of a class of positive semigroups covering such weighted shift operators. This chapter resumes essentially a paper by M. M-K, Positivity, 10(2) (2006) 231-249. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 3 / 52 In this chapter, we study the real spectrum of a class of positive semigroups covering such weighted shift operators. This chapter resumes essentially a paper by M. M-K, Positivity, 10(2) (2006) 231-249. We also capture the complex spectrum by exploiting the spectral invariance by rotations of streaming semigroups given in ( J. Voigt, Acta. Appl. Math, 2 (1984) 311-331). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 3 / 52 Local quasinilpotence subspace of positive semigroups MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 4 / 52 Local quasinilpotence subspace of positive semigroups For the sake of simplicity, we restrict ourselves to complex Lebesgue spaces X = Lp (µ) (1 p ∞). Let (S (t ))t >0 be a positive semigroup on Lp ( µ ) . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 4 / 52 Local quasinilpotence subspace of positive semigroups For the sake of simplicity, we restrict ourselves to complex Lebesgue spaces X = Lp (µ) (1 p ∞). Let (S (t ))t >0 be a positive semigroup on Lp (µ). We de…ne its local quasinilpotence subset by Y = f 2 Lp ( µ ) ; 1 lim kU (t ) jf jk t = 0 t !+∞ where jf j is the absolute value of f 2 Lp (µ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 4 / 52 A lemma Lemma Y is a subspace of Lp (µ) invariant under (S (t ))t >0 . Linearity : Clearly λf 2 Y if f 2 Y . Let ε > 0, f , g 2 Y be given. There exists t > 0 depending on them such that kU (t ) jf jk εt and kU (t ) jg jk εt 8t > t. So kU (t ) jf + g jk kU (t ) (jf j + jg j)k 2εt 8t > t 1 1 andkU (t ) jf + g jk t 2 t ε 2ε 8t > max(t, 1). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 5 / 52 A lemma Lemma Y is a subspace of Lp (µ) invariant under (S (t ))t >0 . Linearity : Clearly λf 2 Y if f 2 Y . Let ε > 0, f , g 2 Y be given. There exists t > 0 depending on them such that kU (t ) jf jk εt and kU (t ) jg jk εt 8t > t. So kU (t ) jf + g jk kU (t ) (jf j + jg j)k 2εt 8t > t 1 1 andkU (t ) jf + g jk t 2 t ε 2ε 8t > max(t, 1). Invariance: Let τ > 0, f 2 Y . 1 kU (t ) jU (τ )f jk t 1 kU (t ) (U (τ ) jf j)k t 1 1 = kU (t + τ ) (jf j)k t = kU (t + τ ) (jf j)k t +τ t +τ t as t ! +∞; i.e. U (τ )f 2 Y . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 5 / 52 ! The main assumption We assume for the sequel that the local quasinilpotence subspace of (S (t ))t >0 is dense in Lp (µ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 6 / 52 On the real spectra of positive semigroups Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with type ω. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 7 / 52 On the real spectra of positive semigroups Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with type ω. If its local quasinilpotence subspace is dense in Lp (µ) then 0, e ωt MSI Tech Support (Institute) σap (S (t )). Beamer presentations in SWP and SW Chapter 3 7 / 52 Proof MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 8 / 52 Proof Let t > 0 be …xed. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 8 / 52 Proof Let t > 0 be …xed. Let 0 < µ < e ωt and y 2 Y . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 8 / 52 Proof Let t > 0 be …xed. Let 0 < µ < e ωt and y 2 Y . The equation µx S (t )x = y ; (y 2 Y , ky k = 1) can be solved by x= 1 ∞ 1 1 ∞ 1 k S ( t ) y = S (kt )y k k µ k∑ µ k∑ =0 µ =0 µ provided that this series converges. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 8 / 52 Proof Let t > 0 be …xed. Let 0 < µ < e ωt and y 2 Y . The equation S (t )x = y ; (y 2 Y , ky k = 1) µx can be solved by x= 1 ∞ 1 1 ∞ 1 k S ( t ) y = S (kt )y k k µ k∑ µ k∑ =0 µ =0 µ provided that this series converges. This is the case since 1 S (kt )y µk MSI Tech Support (Institute) 1 k = 1 1 kS (kt )y k kt µ t ! 0 as k ! +∞. Beamer presentations in SWP and SW Chapter 3 8 / 52 Proof Let t > 0 be …xed. Let 0 < µ < e ωt and y 2 Y . The equation S (t )x = y ; (y 2 Y , ky k = 1) µx can be solved by x= 1 ∞ 1 1 ∞ 1 k S ( t ) y = S (kt )y k k µ k∑ µ k∑ =0 µ =0 µ provided that this series converges. This is the case since 1 S (kt )y µk 1 k = 1 1 kS (kt )y k kt µ t ! 0 as k ! +∞. In particular x > 0 for y > 0 and kx k > MSI Tech Support (Institute) 1 µ k +1 S (t )k y 8k 2 N. Beamer presentations in SWP and SW Chapter 3 8 / 52 There exists zk 2 Lp+ (µ) such that kzk k = 1 and S (t )k zk > MSI Tech Support (Institute) 1 S (t )k . 2 Beamer presentations in SWP and SW Chapter 3 9 / 52 There exists zk 2 Lp+ (µ) such that kzk k = 1 and S (t )k zk > 1 S (t )k . 2 By the denseness of Y , 9 yk 2 Y such that kyk k = 1 S (t )k yk > 1 S (t )k . 3 We may assume that yk > 0 since S (t )k jyk j > S (t )k yk jyk j 2 Y . MSI Tech Support (Institute) Beamer presentations in SWP and SW and Chapter 3 9 / 52 There exists zk 2 Lp+ (µ) such that kzk k = 1 and S (t )k zk > 1 S (t )k . 2 By the denseness of Y , 9 yk 2 Y such that kyk k = 1 S (t )k yk > 1 S (t )k . 3 We may assume that yk > 0 since S (t )k jyk j > S (t )k yk jyk j 2 Y . MSI Tech Support (Institute) Beamer presentations in SWP and SW and Chapter 3 9 / 52 The solution b xk of satis…es So xk k > kb µb xk 1 µ k +1 1 S (t )k yk > lim inf kb xk k k > k !+∞ S (t )b xk = yk 1 1 S (t )k . 3 µ k +1 1 lim S (t )k µ k !+∞ 1 k = e ωt >1 µ and then limk !+∞ kb xk k = ∞. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 10 / 52 The solution b xk of µb xk satis…es So xk k > kb 1 µ k +1 1 1 1 S (t )k . 3 µ k +1 S (t )k yk > lim inf kb xk k k > k !+∞ S (t )b xk = yk 1 lim S (t )k µ k !+∞ and then limk !+∞ kb xk k = ∞.Finally xk := kxk k = 1 and kµxk xbk kxbk k 1 k = e ωt >1 µ is such that S (t )xk k ! 0 i.e. µ 2 σap (S (t )). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 10 / 52 The solution b xk of µb xk satis…es So xk k > kb 1 µ k +1 1 1 1 S (t )k . 3 µ k +1 S (t )k yk > lim inf kb xk k k > k !+∞ S (t )b xk = yk 1 lim S (t )k µ k !+∞ and then limk !+∞ kb xk k = ∞.Finally xk := kxk k = 1 and kµxk xbk kxbk k 1 k = e ωt >1 µ is such that S (t )xk k ! 0 i.e. µ 2 σap (S (t )). The closedness of σap (S (t )) ends the proof. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 10 / 52 On the generator Lemma Let (S (t ))t >0 be a positive semigroup on Lp (µ) with generator T . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 11 / 52 On the generator Lemma Let (S (t ))t >0 be a positive semigroup on Lp (µ) with generator T . Let Y be the local quasinilpotence subspace of (S (t ))t >0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 11 / 52 On the generator Lemma Let (S (t ))t >0 be a positive semigroup on Lp (µ) with generator T . Let Y be the local quasinilpotence subspace of (S (t ))t >0 . Then, for any λ > ω, lim k !∞ MSI Tech Support (Institute) (λ T) k y 1 k = 0 8y 2 Y . Beamer presentations in SWP and SW Chapter 3 11 / 52 Proof MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 12 / 52 Proof For any y 2 Y and any ε > 0 there exists ty ,ε > 0 such that εt 8t > ty ,ε kS (t )y k i.e. (write ε = e A) kS (t )y k MSI Tech Support (Institute) e At 8t > ty ,ε Beamer presentations in SWP and SW Chapter 3 12 / 52 Proof For any y 2 Y and any ε > 0 there exists ty ,ε > 0 such that εt 8t > ty ,ε kS (t )y k i.e. (write ε = e A) kS (t )y k e At 8t > ty ,ε so 9My ,A > 0 such that kS (t )y k MSI Tech Support (Institute) My ,A e At 8t > 0. Beamer presentations in SWP and SW Chapter 3 12 / 52 Hence (λ T) k y = Z Z +∞ 0 +∞ 0 My ,A = MSI Tech Support (Institute) dt1 ... dt1 ... Z +∞ 0 My ,A ( λ + A)k Z Z +∞ 0 +∞ 0 dt1 ... dtk e dtk e Z +∞ 0 λ(t1 +...+tk ) λ(t1 +...+tk ) dtk e Beamer presentations in SWP and SW S (t1 + ... + tk )y kS (t1 + ... + tk )y k λ(t1 +...+tk ) e A (t1 +...+tk ) Chapter 3 13 / 52 Hence (λ T) k y = Z Z +∞ 0 +∞ 0 My ,A = dt1 ... dt1 ... Z Z +∞ 0 +∞ 0 Z +∞ dt1 ... (λ T) 0 My ,A ( λ + A)k k !+∞ λ(t1 +...+tk ) dtk e Z +∞ 0 and lim sup λ(t1 +...+tk ) dtk e k y kS (t1 + ... + tk )y k λ(t1 +...+tk ) dtk e 1 k S (t1 + ... + tk )y e A (t1 +...+tk ) 1 λ+A which ends the proof since A > 0 is arbitrary. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 13 / 52 On the real spectrum of generators Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with generator T . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 14 / 52 On the real spectrum of generators Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with generator T . Let s (T ) be the spectral bound of T . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 14 / 52 On the real spectrum of generators Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with generator T . Let s (T ) be the spectral bound of T . If the local quasinilpotence subspace of (S (t ))t >0 is dense in Lp (µ) then ( ∞, s (T )] MSI Tech Support (Institute) σap (T ). Beamer presentations in SWP and SW Chapter 3 14 / 52 Proof Let λ < s (T ) < µ be …xed. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 15 / 52 Proof Let λ < s (T ) < µ be …xed. Consider 1 µ MSI Tech Support (Institute) λ x (µ T) 1 x = y 2 Y. Beamer presentations in SWP and SW Chapter 3 15 / 52 Proof Let λ < s (T ) < µ be …xed. Consider 1 µ λ x (µ T) 1 x = y 2 Y. Arguing as for the semigroup, we show the existence of (xk )k with kxk k = 1 and 1 xk (µ T ) 1 xk ! 0 µ λ i.e. 1 µ λ 2 σap ((µ MSI Tech Support (Institute) T) 1) or equivalently λ 2 σap (T ). Beamer presentations in SWP and SW Chapter 3 15 / 52 Proof Let λ < s (T ) < µ be …xed. Consider 1 µ λ x (µ T) 1 x = y 2 Y. Arguing as for the semigroup, we show the existence of (xk )k with kxk k = 1 and 1 xk (µ T ) 1 xk ! 0 µ λ i.e. µ 1 λ 2 σap ((µ T ) σap (T ) ends the proof. MSI Tech Support (Institute) 1) or equivalently λ 2 σap (T ). The closedness of Beamer presentations in SWP and SW Chapter 3 15 / 52 Consequences of spectral invariance Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with type ω and generator T . We assume that the local quasinilpotence subspace of (S (t ))t >0 is dense in Lp (µ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 16 / 52 Consequences of spectral invariance Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with type ω and generator T . We assume that the local quasinilpotence subspace of (S (t ))t >0 is dense in Lp (µ). (i) If σ(T ) is invariant under translations along the imaginary axis then σ(T ) = fλ 2 C; Re λ MSI Tech Support (Institute) ωg . Beamer presentations in SWP and SW Chapter 3 16 / 52 Consequences of spectral invariance Theorem Let (S (t ))t >0 be a positive semigroup on Lp (µ) with type ω and generator T . We assume that the local quasinilpotence subspace of (S (t ))t >0 is dense in Lp (µ). (i) If σ(T ) is invariant under translations along the imaginary axis then σ(T ) = fλ 2 C; Re λ ωg . (ii) If σ(S (t )) is invariant under rotations then σ(S (t )) = µ 2 C; jµj MSI Tech Support (Institute) e ωt . Beamer presentations in SWP and SW Chapter 3 16 / 52 Streaming semigroups MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 17 / 52 Streaming semigroups Let Ω Rn be an open subset and let µ be a positive Borel measure on Rn with support V . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 17 / 52 Streaming semigroups Let Ω Rn be an open subset and let µ be a positive Borel measure on Rn with support V .Let σ : Ω V ! R+ be measurable and such that lim Z t t !0 0 MSI Tech Support (Institute) σ (x τv , v )d τ = 0 a.e. Beamer presentations in SWP and SW Chapter 3 17 / 52 Streaming semigroups Let Ω Rn be an open subset and let µ be a positive Borel measure on Rn with support V .Let σ : Ω V ! R+ be measurable and such that lim Z t t !0 0 σ (x τv , v )d τ = 0 a.e. Let s (x, v ) = inf fs > 0; x sv 2 / Ωg be the so-called exit time function. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 17 / 52 Streaming semigroups Let Ω Rn be an open subset and let µ be a positive Borel measure on Rn with support V .Let σ : Ω V ! R+ be measurable and such that lim Z t σ (x t !0 0 τv , v )d τ = 0 a.e. Let s (x, v ) = inf fs > 0; x sv 2 / Ωg be the so-called exit time function. Then S (t ) : g ! e Rt 0 σ(x τv ,v )d τ g (x tv , v )1ft s (x ,v )g de…nes a positive semigroup on Lp (Ω V ; dx µ(dv )) (for any 1 p +∞), strongly continuous when p < +∞. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 17 / 52 Dual streaming semigroups 0 By duality we have, in the dual Lebesgue space Lp (Ω S 0 (t ) : f ! e MSI Tech Support (Institute) Rt 0 σ(x +τv ,v )d τ f (x + tv , v )1ft Beamer presentations in SWP and SW V ), s (x , v )g . Chapter 3 18 / 52 A invariance property of transport operators MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 19 / 52 A invariance property of transport operators Let µ f0g = 0 and α : (x, v ) 2 Ω MSI Tech Support (Institute) V ! x.v jv j2 Beamer presentations in SWP and SW . Chapter 3 19 / 52 A invariance property of transport operators Let µ f0g = 0 and α : (x, v ) 2 Ω V ! x.v jv j2 . For any η > 0 M η : f 2 Lp ( Ω V) ! e i ηα(x ,v ) f 2 Lp ( Ω V) is an isometric isomorphism. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 19 / 52 A similarity property of streaming semigroups We …nd the following result in (J. Voigt, Acta. Appl. Math, 2 (1984) 311-331). Theorem Mη 1 S (t )Mη = e i ηt S (t ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 20 / 52 A similarity property of streaming semigroups We …nd the following result in (J. Voigt, Acta. Appl. Math, 2 (1984) 311-331). Theorem Mη 1 S (t )Mη = e i ηt S (t ). In particular σ(S (t )) is invariant by rotations. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 20 / 52 Proof We have S (t )Mη f = e = e MSI Tech Support (Institute) Rt 0 Rt 0 σ (x τv ,v )d τ σ (x τv ,v )d τ Mη f (x e tv , v )1ft (x tv ).v iη jv j2 f (x Beamer presentations in SWP and SW s (x ,v )g tv , v )1ft s (x ,v )g Chapter 3 21 / 52 Proof We have S (t )Mη f = e = e Rt 0 Rt 0 σ (x τv ,v )d τ σ (x τv ,v )d τ so Mη 1 S (t )Mη f = e iη x .v jv j2 e Mη f (x e iη tv , v )1ft (x tv ).v iη jv j2 (x tv ).v jv j2 f (x s (x ,v )g tv , v )1ft s (x ,v )g S (t )f = e i ηt S (t )f so Mη 1 S (t )Mη = e i ηt S (t ). Hence σ(Mη 1 S (t )Mη ) = σ(e i ηt S (t )). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 21 / 52 Proof We have S (t )Mη f = e = e Rt 0 Rt 0 σ (x τv ,v )d τ σ (x τv ,v )d τ so Mη 1 S (t )Mη f = e iη x .v jv j2 e Mη f (x e iη tv , v )1ft (x tv ).v iη jv j2 (x tv ).v jv j2 f (x s (x ,v )g tv , v )1ft s (x ,v )g S (t )f = e i ηt S (t )f so Mη 1 S (t )Mη = e i ηt S (t ). Hence σ(Mη 1 S (t )Mη ) = σ(e i ηt S (t )). On the other hand, by similarity, σ (Mη 1 S (t )Mη ) = σ (S (t )) and σ(e i ηt S (t )) = e i ηt σ (S (t )) so we are done. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 21 / 52 A similarity property of streaming generators As previously we have: Theorem Let T be the generator of a streaming semigroup (S (t ))t >0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 22 / 52 A similarity property of streaming generators As previously we have: Theorem Let T be the generator of a streaming semigroup (S (t ))t >0 . Then Mη 1 TMη = T + i ηI . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 22 / 52 A similarity property of streaming generators As previously we have: Theorem Let T be the generator of a streaming semigroup (S (t ))t >0 . Then Mη 1 TMη = T + i ηI . In particular σ(T ) is invariant by translation along the imaginary axis. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 22 / 52 Proof Let f 2 D (T ). Then S (t )Mη f t Mη f = Mη Mη 1 S (t )Mη f f t e i ηt S (t )f f = Mη t e i ηt f e i ηt S (t )f e i ηt f = Mη + Mη t t i ηt S (t )f f e 1 = e i ηt Mη + Mη f t t ! Mη Tf + i ηMη f f so Mη f 2 D (T ) and TMη f = Mη Tf + i ηMη f or Mη 1 TMη = T + i ηI . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 23 / 52 Proof Let f 2 D (T ). Then S (t )Mη f t Mη f = Mη Mη 1 S (t )Mη f f t e i ηt S (t )f f = Mη t e i ηt f e i ηt S (t )f e i ηt f = Mη + Mη t t i ηt S (t )f f e 1 = e i ηt Mη + Mη f t t ! Mη Tf + i ηMη f f so Mη f 2 D (T ) and TMη f = Mη Tf + i ηMη f or Mη 1 TMη = T + i ηI .By similarity, σ(T ) = σ(Mη 1 TMη ) = σ(T ) + i η 8η 2 R. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 23 / 52 Decomposition of the phase space We consider the partition of the phase space Ω E1 = f(x, v ) 2 Ω E2 = f(x, v ) 2 Ω E3 = f(x, v ) 2 Ω MSI Tech Support (Institute) V ; s (x, V ; s (x, V ; s (x, V according to v ) < +∞g , v ) = +∞, s (x, v ) < +∞g , v ) = +∞, s (x, v ) = +∞g . Beamer presentations in SWP and SW Chapter 3 24 / 52 Decomposition of the phase space We consider the partition of the phase space Ω E1 = f(x, v ) 2 Ω E2 = f(x, v ) 2 Ω V ; s (x, E3 = f(x, v ) 2 Ω V ; s (x, V ; s (x, V according to v ) < +∞g , v ) = +∞, s (x, v ) < +∞g , v ) = +∞, s (x, v ) = +∞g . This induces a direct sum Lp ( Ω V ; dx µ(dv )) = Lp (E1 ) L p ( E2 ) L p ( E3 ) where, we identify Lp (Ei ) to the closed subspace of functions f 2 Lp (Ω V ) vanishing almost everywhere on Ω V n Ei . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 24 / 52 Decomposition of the phase space We consider the partition of the phase space Ω E1 = f(x, v ) 2 Ω E2 = f(x, v ) 2 Ω V ; s (x, E3 = f(x, v ) 2 Ω V ; s (x, V ; s (x, V according to v ) < +∞g , v ) = +∞, s (x, v ) < +∞g , v ) = +∞, s (x, v ) = +∞g . This induces a direct sum Lp ( Ω V ; dx µ(dv )) = Lp (E1 ) L p ( E2 ) L p ( E3 ) where, we identify Lp (Ei ) to the closed subspace of functions f 2 Lp (Ω V ) vanishing almost everywhere on Ω V n Ei . If some set Ei has zero measure then we drop out Lp (Ei ) from the direct sum above. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 24 / 52 Canonical decomposition of streaming semigroups Theorem The subspaces Lp (Ei ) (i = 1, 2, 3) are invariant under (S (t ))t >0. . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 25 / 52 Canonical decomposition of streaming semigroups Theorem The subspaces Lp (Ei ) (i = 1, 2, 3) are invariant under (S (t ))t >0. . For each i = 1, 2, 3, we denote by (Si (t ))t >0 the part of (S (t ))t >0. on Lp (Ei ) and by Ti its generator. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 25 / 52 Canonical decomposition of streaming semigroups Theorem The subspaces Lp (Ei ) (i = 1, 2, 3) are invariant under (S (t ))t >0. . For each i = 1, 2, 3, we denote by (Si (t ))t >0 the part of (S (t ))t >0. on Lp (Ei ) and by Ti its generator. Then σ(S (t )) = σ(S1 (t )) [ σ(S2 (t )) [ σ (S3 (t )) σ ( T ) = σ ( T1 ) [ σ ( T2 ) [ σ ( T3 ) . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 25 / 52 Canonical decomposition of streaming semigroups Theorem The subspaces Lp (Ei ) (i = 1, 2, 3) are invariant under (S (t ))t >0. . For each i = 1, 2, 3, we denote by (Si (t ))t >0 the part of (S (t ))t >0. on Lp (Ei ) and by Ti its generator. Then σ(S (t )) = σ(S1 (t )) [ σ(S2 (t )) [ σ (S3 (t )) σ ( T ) = σ ( T1 ) [ σ ( T2 ) [ σ ( T3 ) . We have also similar results where σ(.) is replaced by σp (.) or σap (.). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 25 / 52 Canonical decomposition of streaming semigroups Theorem The subspaces Lp (Ei ) (i = 1, 2, 3) are invariant under (S (t ))t >0. . For each i = 1, 2, 3, we denote by (Si (t ))t >0 the part of (S (t ))t >0. on Lp (Ei ) and by Ti its generator. Then σ(S (t )) = σ(S1 (t )) [ σ(S2 (t )) [ σ (S3 (t )) σ ( T ) = σ ( T1 ) [ σ ( T2 ) [ σ ( T3 ) . We have also similar results where σ(.) is replaced by σp (.) or σap (.).In addition,if σ(., .) is bounded then (S3 (t ))t >0 extends to a positive group. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 25 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 26 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. We restrict ourselves to Lp (E1 ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 26 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. We restrict ourselves to Lp (E1 ). Let f 2 Lp (E1 ), i.e. f vanishes almost everywhere on E2 [ E3 . We have to show that S (t )f 2 Lp (E1 ) i.e. S (t )f vanishes almost everywhere on E2 [ E3 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 26 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. We restrict ourselves to Lp (E1 ). Let f 2 Lp (E1 ), i.e. f vanishes almost everywhere on E2 [ E3 . We have to show that S (t )f 2 Lp (E1 ) i.e. S (t )f vanishes almost everywhere on E2 [ E3 . Since S (t )f (x, v ) = e Rt 0 σ(x τv ,v )d τ f (x tv , v )1ft is zero for t > s (x, v ), we assume from the start that t MSI Tech Support (Institute) Beamer presentations in SWP and SW s (x ,v )g s (x, v ). Chapter 3 26 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. We restrict ourselves to Lp (E1 ). Let f 2 Lp (E1 ), i.e. f vanishes almost everywhere on E2 [ E3 . We have to show that S (t )f 2 Lp (E1 ) i.e. S (t )f vanishes almost everywhere on E2 [ E3 . Since S (t )f (x, v ) = e Rt 0 σ(x τv ,v )d τ f (x tv , v )1ft is zero for t > s (x, v ), we assume from the start that t notes that (x, v ) 2 E2 [ E3 , s (x, v ) = +∞ and s (x so that (x tv , tv , v ) = t + s (x, v ) 2 E2 [ E3 and f (x MSI Tech Support (Institute) s (x ,v )g s (x, v ). One v) tv , v ) = 0. Beamer presentations in SWP and SW Chapter 3 26 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. We restrict ourselves to Lp (E1 ). Let f 2 Lp (E1 ), i.e. f vanishes almost everywhere on E2 [ E3 . We have to show that S (t )f 2 Lp (E1 ) i.e. S (t )f vanishes almost everywhere on E2 [ E3 . Since S (t )f (x, v ) = e Rt 0 σ(x τv ,v )d τ f (x tv , v )1ft is zero for t > s (x, v ), we assume from the start that t notes that (x, v ) 2 E2 [ E3 , s (x, v ) = +∞ and s (x tv , v ) = t + s (x, s (x ,v )g s (x, v ). One v) so that (x tv , v ) 2 E2 [ E3 and f (x tv , v ) = 0. Since the projection Pi on Lp (Ei ) along Lp (Ω V n Ei ) commutes with (S (t ))t >0. then the direct sum above reduces also the generator T . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 26 / 52 Proof We have just to check that the direct sum Lp (Ω V ) = Lp (E1 ) Lp (E2 ) Lp (E3 ) reduces (S (t ))t >0. We restrict ourselves to Lp (E1 ). Let f 2 Lp (E1 ), i.e. f vanishes almost everywhere on E2 [ E3 . We have to show that S (t )f 2 Lp (E1 ) i.e. S (t )f vanishes almost everywhere on E2 [ E3 . Since S (t )f (x, v ) = e Rt 0 σ(x τv ,v )d τ f (x tv , v )1ft is zero for t > s (x, v ), we assume from the start that t notes that (x, v ) 2 E2 [ E3 , s (x, v ) = +∞ and s (x tv , v ) = t + s (x, s (x ,v )g s (x, v ). One v) so that (x tv , v ) 2 E2 [ E3 and f (x tv , v ) = 0. Since the projection Pi on Lp (Ei ) along Lp (Ω V n Ei ) commutes with (S (t ))t >0. then the direct sum above reduces also the generator T . Finally, on E3 (if σ(., .) is bounded) (S3 (t ))t >0 extends to a positive group where Rt S3 (t ) 1 g = e 0 σ(x +τv ,v )d τ f (x + tv , v ) (t > 0). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 26 / 52 Spectra of the …rst reduced streaming semigroup We start with (S1 (t ))t >0 . Lemma Let t > 0 be …xed. For any f 2 Lp (E1 ) p k S1 ( t ) f k = Z ft <s (y , v )g\fs (y , v )<∞g e p Rt 0 σ(y +τv ,v )d τ jf (y , v )jp dx µ(dv ). Proof: We have to compute the norm of S1 (t )f on the set ft s (x, v )g \ fs (x, v ) < +∞g , p so kS1 (t )f k is equal to Z ft s (x ,v )g\fs (x , v )<+∞g MSI Tech Support (Institute) e p Rt 0 σ(x τv ,v )d τ jf (x Beamer presentations in SWP and SW tv , v )jp dx µ(dv ). Chapter 3 27 / 52 Since s (x tv , v ) = t + s (x, v ) is …nite if and only if s (x, …nite then the change of variable y := x gives s (y , v ) is tv 2 Ω v ) > t and k S1 ( t ) f k p = Z ft <s (y , v )g\fs (y , v )<∞g MSI Tech Support (Institute) e p Rt 0 σ (y +τv ,v )d τ Beamer presentations in SWP and SW jf (y , v )jp dy µ(dv ). Chapter 3 28 / 52 The type of (S1 (t ))t >0 is equal to λ1 = lim λ1 where inf t !+∞ ft <s (y , v )g\fs (y , 1 v )<∞g t Z t 0 σ(y + τv , v )d τ. because kS1 (t )k = sup Rt e 0 σ(y +τv ,v )d τ ft <s (y , v )g\fs (y , v )<∞g Rt inf ft <s (y , v )g\fs (y , v )<∞g 0 σ(y +τv ,v )d τ = e so ln kS1 (t )k = t inf ft <s (y , v )g\fs (y , 1 v )<∞g t Z t 0 σ(y + τv , v )d τ and ω1 = lim inf t !+∞ ft <s (y , v )g\fs (y , MSI Tech Support (Institute) 1 v )<∞g t Z t Beamer presentations in SWP and SW 0 σ(y + τv , v )d τ. Chapter 3 29 / 52 n o σ(S1 (t )) = µ 2 C; jµj e λ1 t , σ(Ti ) = fλ 2 C; Re λ λ1 g Indeed, it su¢ ces to show that the local quasinilpotence subspace of (S1 (t ))t >0 is dense in Lp (E1 ). Let Om := fx, v ) 2 Ω V ; s (x, v) mg . We note that [m Lp (Om ) is dense in Lp (E1 ) because of [m Om = fx, v ) 2 Ω MSI Tech Support (Institute) V ; s (x, Beamer presentations in SWP and SW v ) < +∞g . Chapter 3 30 / 52 n o σ(S1 (t )) = µ 2 C; jµj e λ1 t , σ(Ti ) = fλ 2 C; Re λ λ1 g Indeed, it su¢ ces to show that the local quasinilpotence subspace of (S1 (t ))t >0 is dense in Lp (E1 ). Let Om := fx, v ) 2 Ω V ; s (x, v) mg . We note that [m Lp (Om ) is dense in Lp (E1 ) because of [m Om = fx, v ) 2 Ω V ; s (x, Z e v ) < +∞g . Finally k S1 ( t ) f k p = ft <s (y , v )g\fs (y , v )<∞g p Rt 0 σ (y +τv ,v )d τ jf (y , v )jp dy µ(dv ) shows that, for f 2 Lp (Om ), kS1 (t )f k = 0 for t > m so [m Lp (Om ) is included in the local quasinilpotence subspace of (S1 (t ))t >0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 30 / 52 Spectra of the second reduced streaming semigroup We deal now with (S2 (t ))t >0 on Lp (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g . We consider …rst the case 1 < p < +∞. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 31 / 52 Spectra of the second reduced streaming semigroup We deal now with (S2 (t ))t >0 on Lp (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g . We consider …rst the case 1 < p < +∞. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 31 / 52 Spectra of the second reduced streaming semigroup We deal now with (S2 (t ))t >0 on Lp (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g . We consider …rst the case 1 < p < +∞. We show as previously that the type of (S2 (t ))t >0 is equal to where λ2 = lim inf t !+∞ ft s (y , v )<∞g\fs (y , MSI Tech Support (Institute) 1 v )=∞g t Beamer presentations in SWP and SW Z t 0 λ2 σ(y + τv , v )d τ. Chapter 3 31 / 52 Spectra of the second reduced streaming semigroup We deal now with (S2 (t ))t >0 on Lp (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g . We consider …rst the case 1 < p < +∞. We show as previously that the type of (S2 (t ))t >0 is equal to where λ2 = lim inf t !+∞ ft s (y , v )<∞g\fs (y , MSI Tech Support (Institute) 1 v )=∞g t Beamer presentations in SWP and SW Z t 0 λ2 σ(y + τv , v )d τ. Chapter 3 31 / 52 Spectra of the second reduced streaming semigroup We deal now with (S2 (t ))t >0 on Lp (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g . We consider …rst the case 1 < p < +∞. We show as previously that the type of (S2 (t ))t >0 is equal to where λ2 = lim inf t !+∞ ft s (y , v )<∞g\fs (y , n σ(S2 (t )) = µ 2 C; jµj MSI Tech Support (Institute) e λ2 t o 1 v )=∞g t Z t 0 σ(y + τv , v )d τ. , σ(T2 ) = fλ 2 C; Re λ Beamer presentations in SWP and SW λ2 Chapter 3 λ2 g . 31 / 52 Indeed, by duality σ(S2 (t )) = σ(S20 (t )) where S20 (t )f = e MSI Tech Support (Institute) Rt 0 σ (x +τv ,v )d τ f (x + tv , v ). Beamer presentations in SWP and SW Chapter 3 32 / 52 Indeed, by duality σ(S2 (t )) = σ(S20 (t )) where S20 (t )f = e Thus kS2 (t )f k Z = Z p0 is equal to fs (x , v )=∞, s (x ,v )<∞g Rt 0 e fs (y , v )=∞, t s (y ,v )<∞g MSI Tech Support (Institute) σ (x +τv ,v )d τ p0 e Rt 0 p0 f (x + tv , v ). σ(y +τv ,v )d τ Rt 0 jf (x + tv , v )jp dx µ(dv ) σ(y +τv ,v )d τ Beamer presentations in SWP and SW jf (y , v )jp dy µ(dv ). Chapter 3 32 / 52 Indeed, by duality σ(S2 (t )) = σ(S20 (t )) where S20 (t )f = e Thus kS2 (t )f k Z = Z p0 is equal to fs (x , v )=∞, s (x ,v )<∞g Rt 0 e fs (y , v )=∞, t s (y ,v )<∞g MSI Tech Support (Institute) σ (x +τv ,v )d τ p0 e Rt 0 p0 f (x + tv , v ). σ(y +τv ,v )d τ Rt 0 jf (x + tv , v )jp dx µ(dv ) σ(y +τv ,v )d τ Beamer presentations in SWP and SW jf (y , v )jp dy µ(dv ). Chapter 3 32 / 52 Indeed, by duality σ(S2 (t )) = σ(S20 (t )) where S20 (t )f = e Thus kS2 (t )f k Z = Z p0 is equal to fs (x , v )=∞, s (x ,v )<∞g Rt 0 e fs (y , v )=∞, t s (y ,v )<∞g σ (x +τv ,v )d τ p0 e Rt 0 p0 f (x + tv , v ). σ(y +τv ,v )d τ Rt 0 jf (x + tv , v )jp dx µ(dv ) σ(y +τv ,v )d τ jf (y , v )jp dy µ(dv ). Introducing the sets p0 Om0 := fx, v ) 2 E2 ; s (y , v ) p0 mg one sees that [m L (Om0 ) is dense in L (E2 ) because of [m Om = E2 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 32 / 52 Indeed, by duality σ(S2 (t )) = σ(S20 (t )) where S20 (t )f = e Thus kS2 (t )f k Z = Z p0 is equal to fs (x , v )=∞, s (x ,v )<∞g Rt 0 e fs (y , v )=∞, t s (y ,v )<∞g σ (x +τv ,v )d τ p0 e Rt 0 p0 f (x + tv , v ). σ(y +τv ,v )d τ Rt 0 jf (x + tv , v )jp dx µ(dv ) σ(y +τv ,v )d τ jf (y , v )jp dy µ(dv ). Introducing the sets p0 Om0 := fx, v ) 2 E2 ; s (y , v ) p0 mg one sees that [m L (Om0 ) is dense in L (E2 ) because of 0 [m Om = E2 . Since in Lp (Om0 ), kS2 (t )f k = 0 for t > m then the local quasinilpotence subspace of (S20 (t ))t >0 is dense. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 32 / 52 Indeed, by duality σ(S2 (t )) = σ(S20 (t )) where S20 (t )f = e Thus kS2 (t )f k Z = Z p0 is equal to fs (x , v )=∞, s (x ,v )<∞g Rt 0 e fs (y , v )=∞, t s (y ,v )<∞g σ (x +τv ,v )d τ p0 e Rt 0 p0 f (x + tv , v ). σ(y +τv ,v )d τ Rt 0 jf (x + tv , v )jp dx µ(dv ) σ(y +τv ,v )d τ jf (y , v )jp dy µ(dv ). Introducing the sets p0 Om0 := fx, v ) 2 E2 ; s (y , v ) p0 mg one sees that [m L (Om0 ) is dense in L (E2 ) because of 0 [m Om = E2 . Since in Lp (Om0 ), kS2 (t )f k = 0 for t > m then the local quasinilpotence subspace of (S20 (t ))t >0 is dense. This ends the proof because σ(S2 (t )) = σ(S20 (t )) and σ(T2 ) = σ(T20 ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 32 / 52 Spectra of the third reduced streaming (semi)group Theorem Let S := σ(T3 ) \ R be the real spectrum of T3 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 33 / 52 Spectra of the third reduced streaming (semi)group Theorem Let S := σ(T3 ) \ R be the real spectrum of T3 . Then σ(T3 ) = S + iR and σ(S3 (t )) = e t σ(T 3 ) . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 33 / 52 Spectra of the third reduced streaming (semi)group Theorem Let S := σ(T3 ) \ R be the real spectrum of T3 . Then σ(T3 ) = S + iR and σ(S3 (t )) = e t σ(T 3 ) . Moreover, sup S = λ3 and inf S = λ3 = lim inf λ3 = lim sup t !+∞ f s (y , v )=∞, t !+∞ f s (y , v )=∞, MSI Tech Support (Institute) λ3 where 1 s (y ,v )=∞g t Z t σ(y + τv , v )d τ 1 s (y ,v )=∞g t Z t σ(y + τv , v )d τ. 0 0 Beamer presentations in SWP and SW Chapter 3 33 / 52 Proof The fact that σ(T3 ) is invariant by translation along the imaginary axis and that e t σ(T 3 ) is invariant under the rotations is a general feature of streaming semigroups in arbitrary geometry. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 34 / 52 Proof The fact that σ(T3 ) is invariant by translation along the imaginary axis and that e t σ(T 3 ) is invariant under the rotations is a general feature of streaming semigroups in arbitrary geometry. The spectral mapping property for the real spectrum is due to the fact that (S3 (t ))t 2R is a positive C0 -group (see G. Greiner, Quart. J. Math. Oxford, 35(2) (1984) 37-47). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 34 / 52 Proof The fact that σ(T3 ) is invariant by translation along the imaginary axis and that e t σ(T 3 ) is invariant under the rotations is a general feature of streaming semigroups in arbitrary geometry. The spectral mapping property for the real spectrum is due to the fact that (S3 (t ))t 2R is a positive C0 -group (see G. Greiner, Quart. J. Math. Oxford, 35(2) (1984) 37-47). The type λ3 of (S3 (t ))t >0 is obtained as for (S1 (t ))t >0 or (S2 (t ))t >0 . Finally, λ3 is the spectral bound of the generator of (S3 ( t ))t >0 , (i.e. T3 ) and is obtained similarly. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 34 / 52 Space homogeneous cross-sections Theorem If σ : Ω V ! R+ is space-homogeneous then S := σ(T3 ) \ R is nothing but the essential range of σ(.). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 35 / 52 Space homogeneous cross-sections Theorem If σ : Ω V ! R+ is space-homogeneous then S := σ(T3 ) \ R is nothing but the essential range of σ(.). See the details in (M. M-K, Positivity, 10(2) (2006) 231-249). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 35 / 52 Space homogeneous cross-sections Theorem If σ : Ω V ! R+ is space-homogeneous then S := σ(T3 ) \ R is nothing but the essential range of σ(.). See the details in (M. M-K, Positivity, 10(2) (2006) 231-249). In particular, S := σ(T3 ) \ R need not be connected. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 35 / 52 Open question The description of σ(T3 ) \ R for general σ : Ω MSI Tech Support (Institute) Beamer presentations in SWP and SW V ! R+ . Chapter 3 36 / 52 Open question The description of σ(T3 ) \ R for general σ : Ω V ! R+ . When Ω = Rn , the situation is well understod for bounded and compactly supported (in space) collision frequency σ : Ω V ! R+ ; see A. Huber, Int Eq Op Theory, 6 (1983) 357-371. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 36 / 52 On the description of σ (S2 (t)) for p = 1 MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 37 / 52 Reminders on sun-dual theory Let X be a complex Banach space and let (S (t ))t >0 be a C0 -semigroup on X with generator T . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 38 / 52 Reminders on sun-dual theory Let X be a complex Banach space and let (S (t ))t >0 be a C0 -semigroup on X with generator T . Let (S 0 (t ))t >0 be the dual semigroup on the dual space X 0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 38 / 52 Reminders on sun-dual theory Let X be a complex Banach space and let (S (t ))t >0 be a C0 -semigroup on X with generator T . Let (S 0 (t ))t >0 be the dual semigroup on the dual space X 0 . If X is not re‡exive then a priori (S 0 (t ))t >0 is not strongly continuous. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 38 / 52 Reminders on sun-dual theory Let X be a complex Banach space and let (S (t ))t >0 be a C0 -semigroup on X with generator T . Let (S 0 (t ))t >0 be the dual semigroup on the dual space X 0 . If X is not re‡exive then a priori (S 0 (t ))t >0 is not strongly continuous. Let L := x 0 2 X 0 ; S 0 (t )x 0 x 0 ! 0 as t ! 0 the subspace of strong continuity of (S 0 (t ))t >0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 38 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . L = D (T 0 ) (the closure in X 0 ). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . L = D (T 0 ) (the closure in X 0 ). We denote by (S (t ))t >0 the restriction of (S 0 (t ))t >0 to L (sun-dual C0 -semigroup). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . L = D (T 0 ) (the closure in X 0 ). We denote by (S (t ))t >0 the restriction of (S 0 (t ))t >0 to L (sun-dual C0 -semigroup). The generator T of (S (t ))t >0 is given D (T ) = fx 0 2 D (T 0 ), T 0 x 0 2 L g and T x 0 = T 0 x 0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . L = D (T 0 ) (the closure in X 0 ). We denote by (S (t ))t >0 the restriction of (S 0 (t ))t >0 to L (sun-dual C0 -semigroup). The generator T of (S (t ))t >0 is given D (T ) = fx 0 2 D (T 0 ), T 0 x 0 2 L g and T x 0 = T 0 x 0 . σ(T ) = σ(T 0 ) = σ(T ) and σ(S (t )) = σ(S 0 (t )) = σ(S (t )). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . L = D (T 0 ) (the closure in X 0 ). We denote by (S (t ))t >0 the restriction of (S 0 (t ))t >0 to L (sun-dual C0 -semigroup). The generator T of (S (t ))t >0 is given D (T ) = fx 0 2 D (T 0 ), T 0 x 0 2 L g and T x 0 = T 0 x 0 . σ(T ) = σ(T 0 ) = σ(T ) and σ(S (t )) = σ(S 0 (t )) = σ(S (t )). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 L is a closed subspace of X 0 invariant under (S 0 (t ))t >0 . L = D (T 0 ) (the closure in X 0 ). We denote by (S (t ))t >0 the restriction of (S 0 (t ))t >0 to L (sun-dual C0 -semigroup). The generator T of (S (t ))t >0 is given D (T ) = fx 0 2 D (T 0 ), T 0 x 0 2 L g and T x 0 = T 0 x 0 . σ(T ) = σ(T 0 ) = σ(T ) and σ(S (t )) = σ(S 0 (t )) = σ(S (t )). (See e.g. Nagel-Engel, Chapter 4) MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 39 / 52 Sun-dual theory for streaming semigroups MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 40 / 52 Sun-dual theory for streaming semigroups We consider (S2 (t ))t >0 in L1 (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g and assume that σ:Ω MSI Tech Support (Institute) V ! R+ is bounded. Beamer presentations in SWP and SW Chapter 3 40 / 52 Sun-dual theory for streaming semigroups We consider (S2 (t ))t >0 in L1 (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g and assume that σ:Ω Since V ! R+ is bounded. σ(S2 (t )) = σ(S20 (t )) = σ(S2 (t )), it su¢ ces to identify σ(S2 (t )). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 40 / 52 Sun-dual theory for streaming semigroups We consider (S2 (t ))t >0 in L1 (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g and assume that σ:Ω Since V ! R+ is bounded. σ(S2 (t )) = σ(S20 (t )) = σ(S2 (t )), it su¢ ces to identify σ(S2 (t )). Because of the boundedness of σ : Ω V ! R+ , ( L = f 2 L∞ (E2 ), sup jf (x + tv , v ) (x ,v ) MSI Tech Support (Institute) ) f (x, v )j ! 0 as t ! 0 . Beamer presentations in SWP and SW Chapter 3 40 / 52 Sun-dual theory for streaming semigroups We consider (S2 (t ))t >0 in L1 (E2 ) where E2 = f(x, v ) 2 Ω V ; s (x, v ) = +∞, s (x, v ) < +∞g and assume that σ:Ω Since V ! R+ is bounded. σ(S2 (t )) = σ(S20 (t )) = σ(S2 (t )), it su¢ ces to identify σ(S2 (t )). Because of the boundedness of σ : Ω V ! R+ , ( L = f 2 L∞ (E2 ), sup jf (x + tv , v ) (x ,v ) ) f (x, v )j ! 0 as t ! 0 . Actually, we are going to work in the smaller closed subspace ( ) L0 : = f 2L , MSI Tech Support (Institute) sup f(y ,v ), s (y ,v )>r g jf (y , v )j ! 0 as r ! ∞ . Beamer presentations in SWP and SW Chapter 3 40 / 52 Lemma (S 0 (t ))t >0 leaves invariant L0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 41 / 52 Lemma (S 0 (t ))t >0 leaves invariant L0 . Proof: S 0 (t )f (y , v ) jf (y + tv , v )j and s (y + tv , v ) = s (y , v ) + t ! ∞ if and only if s (y , v ) ! ∞ so that S 0 (t )f 2 L0 if f 2 L0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 41 / 52 Let S0 (t ) generator. t >0 be the restriction of S2 (t ) MSI Tech Support (Institute) t >0 Beamer presentations in SWP and SW to L0 and let T0 be its Chapter 3 42 / 52 Let S0 (t ) generator. t >0 be the restriction of S2 (t ) σap (S0 (t )) MSI Tech Support (Institute) t >0 σap (S2 (t )) and σap (T0 ) Beamer presentations in SWP and SW to L0 and let T0 be its σap (T2 ). Chapter 3 42 / 52 Let S0 (t ) generator. t >0 be the restriction of S2 (t ) σap (S0 (t )) σap (S2 (t )) and σap (T0 ) In particular, σap (S0 (t )) MSI Tech Support (Institute) t >0 to L0 and let T0 be its σap (T2 ). σ(S2 (t )) and σap (T0 ) Beamer presentations in SWP and SW σ ( T2 ) . Chapter 3 42 / 52 Let L00 := f 2 L , 9r > 0, f (y , v ) = 0 for s (y , v ) > r . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 43 / 52 Let L00 := f 2 L , 9r > 0, f (y , v ) = 0 for s (y , v ) > r . Theorem L00 is dense in L0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 43 / 52 Let L00 := f 2 L , 9r > 0, f (y , v ) = 0 for s (y , v ) > r . Theorem L00 is dense in L0 . Corollary The local quasinilpotence subspace of S0 (t ) MSI Tech Support (Institute) t >0 Beamer presentations in SWP and SW is dense in L0 . Chapter 3 43 / 52 Let L00 := f 2 L , 9r > 0, f (y , v ) = 0 for s (y , v ) > r . Theorem L00 is dense in L0 . Corollary The local quasinilpotence subspace of S0 (t ) t >0 is dense in L0 . Proof of the corollary: The local quasinilpotence subspace of S0 (t ) contains L00 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 t >0 43 / 52 Proof of the theorem Lemma L is an algebra. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 44 / 52 A troncation procedure For each m 2 N, let γm : [0, +∞[ ! [0, 1] be smooth (say C 1 ) and such that 1 if s m γm (s ) = 0 if s > 2m. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 45 / 52 A troncation procedure For each m 2 N, let γm : [0, +∞[ ! [0, 1] be smooth (say C 1 ) and such that 1 if s m γm (s ) = 0 if s > 2m. Lemma 8m 2 N, (x, v ) ! γm (s (x, v )) belongs to L00 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 45 / 52 A troncation procedure For each m 2 N, let γm : [0, +∞[ ! [0, 1] be smooth (say C 1 ) and such that 1 if s m γm (s ) = 0 if s > 2m. Lemma 8m 2 N, (x, v ) ! γm (s (x, v )) belongs to L00 . Proof: We have just to show that (x, v ) ! γm (s (x, v )) belongs to L . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 45 / 52 A troncation procedure For each m 2 N, let γm : [0, +∞[ ! [0, 1] be smooth (say C 1 ) and such that 1 if s m γm (s ) = 0 if s > 2m. Lemma 8m 2 N, (x, v ) ! γm (s (x, v )) belongs to L00 . Proof: We have just to show that (x, v ) ! γm (s (x, v )) belongs to L . Since γm is Lipschitz then jγm (s (x + tv , v )) MSI Tech Support (Institute) γm (s (x, v ))j = jγm (s (x, v ) + t ) γm (s (x, v ))j Ct 8(x, v ). Beamer presentations in SWP and SW Chapter 3 45 / 52 Proof of the theorem: Let f 2 L0 then 8m 2 N, (x, v ) ! γm (s (x, v ))f (x, v ) belongs to L00 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 46 / 52 Proof of the theorem: Let f 2 L0 then 8m 2 N, (x, v ) ! γm (s (x, v ))f (x, v ) belongs to L00 . jγm (s (x, v ))f (x, v ) f (x, v )j = j(1 γm (s (x, v )))f (x, v )j sup s (x ,v )>2m jf (x, v )j ! 0 as m ! ∞ since f 2 L0 . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 46 / 52 Consequences Let ω 0 be the type of S0 (t ) MSI Tech Support (Institute) t >0 . Beamer presentations in SWP and SW Chapter 3 47 / 52 Consequences Let ω 0 be the type of S0 (t ) t >0 . By the general theory σ(T0 ) = Re λ MSI Tech Support (Institute) ω0 n , σ(S0 (t )) = µ; jµj Beamer presentations in SWP and SW o e ω0 t . Chapter 3 47 / 52 Consequences Let ω 0 be the type of S0 (t ) t >0 . By the general theory σ(T0 ) = Re λ ω0 n , σ(S0 (t )) = µ; jµj o e ω0 t . We have to identify ω 0 ! MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 47 / 52 Consequences Let ω 0 be the type of S0 (t ) t >0 . By the general theory σ(T0 ) = Re λ ω0 n , σ(S0 (t )) = µ; jµj o e ω0 t . We have to identify ω 0 ! MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 47 / 52 Consequences Let ω 0 be the type of S0 (t ) t >0 . By the general theory σ(T0 ) = Re λ ω0 n , σ(S0 (t )) = µ; jµj o e ω0 t . We have to identify ω 0 ! S0 ( t ) kS20 (t )k = kS2 (t )k so ω0 MSI Tech Support (Institute) ω 2 = type of (S2 (t ))t >0 . Beamer presentations in SWP and SW Chapter 3 47 / 52 On the other hand, gm : (x, v ) ! γm (s (x, v )) belongs to L0 and kgm k S0 ( t ) > = 1 so that S0 (t )gm = sup e (y ,v ) sup e (y ,v ) MSI Tech Support (Institute) Rt 0 σ(y +τv ,v )d τ Rt 0 σ (y +τv ,v )d τ γm (s (y + tv , v )) γm (s (y , v ) + t ) Beamer presentations in SWP and SW 8m 2 N. Chapter 3 48 / 52 On the other hand, gm : (x, v ) ! γm (s (x, v )) belongs to L0 and kgm k S0 ( t ) > = 1 so that Rt S0 (t )gm = sup e 0 (y ,v ) sup e (y ,v ) Rt 0 σ(y +τv ,v )d τ But γm (s (y , v ) + t ) = 1 if s (y , v ) S0 ( t ) > MSI Tech Support (Institute) sup fs (y ,v ) m t g γm (s (y + tv , v )) γm (s (y , v ) + t ) m e σ (y +τv ,v )d τ Rt 0 8m 2 N. t so σ(y +τv ,v )d τ Beamer presentations in SWP and SW 8m 2 N. Chapter 3 48 / 52 Finally S0 ( t ) > sup e fs (y ,v )<+∞g Rt 0 σ(y +τv ,v )d τ = kS2 (t )k whence ω2 ω0 and we are done. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 49 / 52 General vector …elds MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 50 / 52 General vector …elds We consider F : Rn ! Rn be a Lipschitz vector …eld. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 50 / 52 General vector …elds We consider F : Rn ! Rn be a Lipschitz vector …eld. We denote by Φ(x, t ) the unique globale solution to d X (t ) = F (X (t )), t 2 R dt X (0) = x. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 50 / 52 Let Ω Rn be an open set and let s := inf fs > 0; Φ(x, s) 2 / Ωg be the exit times from Ω (with the convention that inf ∅ = +∞). MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 51 / 52 Let Ω Rn be an open set and let s := inf fs > 0; Φ(x, s) 2 / Ωg be the exit times from Ω (with the convention that inf ∅ = +∞). We de…ne the weighted shift semigroup U (t ) : f ! U (t )f where U (t )f = e MSI Tech Support (Institute) Rt 0 ν(Φ(x , s ))ds f (Φ(x, t ))χft <s Beamer presentations in SWP and SW (x )g (x ). Chapter 3 51 / 52 We introduce the sets Ω1 = fx 2 Ω; s+ (x ) < ∞g , Ω2 = fx 2 Ω; s+ (x ) = ∞, s (x ) < ∞g and Ω3 = fx 2 Ω; s+ (x ) = ∞, s (x ) = ∞g . MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 52 / 52 We introduce the sets Ω1 = fx 2 Ω; s+ (x ) < ∞g , Ω2 = fx 2 Ω; s+ (x ) = ∞, s (x ) < ∞g and Ω3 = fx 2 Ω; s+ (x ) = ∞, s (x ) = ∞g . Then Lp (Ωi ) (i = 1, 2, 3) are invariant under (U (t ))t >0 and we can extend the previous spectral theory of streaming semigroups. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 52 / 52 We introduce the sets Ω1 = fx 2 Ω; s+ (x ) < ∞g , Ω2 = fx 2 Ω; s+ (x ) = ∞, s (x ) < ∞g and Ω3 = fx 2 Ω; s+ (x ) = ∞, s (x ) = ∞g . Then Lp (Ωi ) (i = 1, 2, 3) are invariant under (U (t ))t >0 and we can extend the previous spectral theory of streaming semigroups. see: B. Lods, M. M-K and M. Sbihi, Comm Pure Appl Anal, 8 (5) (2009) 1-24. MSI Tech Support (Institute) Beamer presentations in SWP and SW Chapter 3 52 / 52
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