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question:Here is a precise numerical problem for a math student to solve related to Morse-Smale complexes: Consider a Morse function on a compact 3-manifold with two critical points, one maximum and one minimum. The descending manifold of the maximum intersects the ascending manifold of the minimum in a one-dimensional submanifold, and all other intersection points are isolated. Find the homology group of the Morse-Smale complex associated to this function.
answer:Let's denote the maximum critical point as p and the minimum critical point as q. Since there are only two critical points, the Morse inequalities imply that the Betti numbers of the 3-manifold are given by: b_0 = b_3 = 1, b_1 = b_2 = 0. Now, let's construct the Morse-Smale complex. The descending manifold of p and the ascending manifold of q intersect in a one-dimensional submanifold. This means that there is a single 1-cell in the Morse-Smale complex connecting p and q. The Morse-Smale complex has the following structure: 0-cells: {p, q} 1-cells: {e}, where e is the 1-cell connecting p and q 2-cells: {} 3-cells: {} Now, we can compute the homology groups of the Morse-Smale complex using the standard techniques of algebraic topology. H_0: Since there are two 0-cells, the 0-th homology group is generated by two elements. However, since there is a 1-cell connecting p and q, these two generators are homologous, and H_0 is isomorphic to Z (the integers). H_1: There is only one 1-cell, and no 2-cells, so H_1 is isomorphic to Z. H_2: There are no 2-cells or 3-cells, so H_2 is trivial (isomorphic to the trivial group). H_3: There are no 3-cells, so H_3 is trivial (isomorphic to the trivial group). Thus, the homology groups of the Morse-Smale complex are: H_0 ≅ Z H_1 ≅ Z H_2 ≅ 0 H_3 ≅ 0,To find the homology group of the Morse-Smale complex associated with the given Morse function, we will use the Morse inequalities. The Morse function has two critical points, a maximum and a minimum, with Morse indices 3 and 0, respectively. The Morse homology groups are given by: H_i = ker(d_i) / im(d_(i-1)), where d_i are the boundary maps, and ker and im denote the kernel and image, respectively. Since the boundary maps vanish in this case, we have: H_0 = ker(d_0) / im(d_(-1)) = Z (the integers), H_1 = ker(d_1) / im(d_0) = 0, H_2 = ker(d_2) / im(d_1) = 0, H_3 = ker(d_3) / im(d_2) = 0. The Morse-Smale complex associated with this function has the following homology groups: H_0 = Z (the integers), H_1 = 0, H_2 = 0, H_3 = 0. This means that the Morse-Smale complex is topologically trivial in dimensions 1, 2, and 3, and has a single connected component (the integers in H_0)., Given a Morse function on a compact 3-manifold with two critical points, one maximum and one minimum, the descending manifold of the maximum intersects the ascending manifold of the minimum in a one-dimensional submanifold, and all other intersection points are isolated. We are to find the homology group of the Morse-Smale complex associated to this function. Since there are only two critical points, the Morse-Smale complex consists of two cells: one 3-cell for the domain of the function and one 0-cell for the critical point. The boundary of the 3-cell is the 1-dimensional submanifold where the descending manifold of the maximum intersects the ascending manifold of the minimum. Since this intersection is transverse, it forms a collection of circles (1-dimensional spheres). So, there is one 3-cell and several 1-cells (corresponding to these circles) in the Morse-Smale complex. To find the homology group, we need to compute the chain groups and boundary maps. The chain groups are: C_3 = Z (generators: the 3-cell D^3) C_2 = 0 (there are no 2-cells) C_1 = Z^n (generators: n circles forming the intersection of descending and ascending manifolds) C_0 = Z (generator: the minimum critical point) Since there are no 2-cells, the differential d: C_2 -> C_1 is zero. Also, since no 1-cells bound any 3-cell, the differential d: C_3 -> C_1 is also zero. Thus, the only possibly non-zero boundary map is d: C_1 -> C_0. But, in this case, d(circle) = 0 (since circles do not bound any 0-cell). Therefore, the differential d is identically zero, and the homology groups are: H_3 = ker(d: C_3 -> C_2) / im(d: C_4 -> C_3) = Z / 0 = Z H_2 = ker(d: C_2 -> C_1) / im(d: C_3 -> C_2) = 0 / 0 = 0 H_1 = ker(d: C_1 -> C_0) / im(d: C_2 -> C_1) = Z^n / 0 = Z^n H_0 = ker(d: C_0 -> C_-1) / im(d: C_1 -> C_0) = Z / 0 = Z Thus, the homology group of the Morse-Smale complex associated to this function is H_*(M; Z) = (Z, 0, Z^n, Z).
question:Let X be a non-empty finite set of points in the plane, and let us define the distance function between two points (x, y) and (a,b) of X as: dist((x,y),(a,b)) = max(|x−a|, |y−b|) Show that any continuous function f : X → R can be approximated by a sequence of functions f_n : X → R which are piecewise linear with respect to the above distance function, and whose graphs consist of straight line segments connecting adjacent points in X. In other words, show that for any ε > 0 and any continuous function f : X → R, there exists a function f_n : X → R such that: 1. f_n is piecewise linear with respect to the above distance function; 2. f_n has finitely many linear pieces; 3. f_n and f agree on some dense subset of X; 4. the L∞-norm of f − f_n is less than ε.
answer:To prove this, we will use a proof by contradiction and the concept of inductive sets. Assume the contrary, i.e., for some ε > 0, there exists no function f_n : X → R such that the requirements mentioned above are satisfied. Let S be the set of functions g : X → R that are not uniformly ε-approximable by any piecewise linear function over X with finitely many pieces. In other words, S contains all the continuous functions f for which there is no f_n such that the fourth requirement is satisfied. We claim that S is inductive. Explicitly, if the function g is continuous, but no piecewise linear function approximates it within error ε, and if the function h is also continuous, but no piecewise linear function approximates it within error ε, then no matter how you combine g and h, e.g., add, multiply, or take the minimum or maximum, the result will also belong to S. This is because if g and h are not uniformly ε-approximable by piecewise linear functions, then their combinations won't be either. In particular, suppose g and h are constant functions agreeing with the function f on two dense subsets of X of positive measure. By the intermediate value theorem, h agreement with f on some dense subset implies that if g and h were combined additively (i.e., using the sum), the result could not belong to S. This contradicts the assumption that S is inductive. Thus, our assumption was false, and there exists a function f_n : X → R satisfying all four requirements., Let X = {(x_1, y_1), dots, (x_n, y_n)} be a non-empty finite set of points in the plane, and let f: X to mathbb{R} be a continuous function. Let varepsilon > 0 be given. We want to find a piecewise linear function f_n: X to mathbb{R} that approximates f in the L^{infty}-norm. Since X is finite, it is compact. Because f is continuous on a compact set, it is uniformly continuous, i.e., for any varepsilon > 0, there exists delta > 0 such that for all (x, y), (a, b) in X, |(x, y) - (a, b)| < delta implies |f(x, y) - f(a, b)| < varepsilon. Without loss of generality, let delta < 1. We will construct a piecewise linear function f_n with linear pieces connecting adjacent points in X such that the length of each linear piece is at most delta. This guarantees that |f(x, y) - f(a, b)| < varepsilon whenever (x, y) and (a, b) belong to the same linear piece, hence ensuring that the L^{infty}-norm of f - f_n is at most varepsilon. For each (x_i, y_i) in X, let N_i be the closed delta-neighborhood of (x_i, y_i). That is, N_i := {(x, y) in mathbb{R}^2 : |(x, y) - (x_i, y_i)| le delta}. Since X is finite, the collection {N_1, dots, N_n} is a finite cover of X. Let mathcal{U} = {U_1, dots, U_m} be a finite open refinement of this cover. Then for each j = 1, dots, m, there exists i_j such that U_j subseteq N_{i_j}. For each j = 1, dots, m, pick (a_j, b_j) in U_j cap X. Define f_n: X to mathbb{R} as follows: f_n(x, y) = f(a_j, b_j) + frac{f(x_{i_j}, y_{i_j}) - f(a_j, b_j)}{|(x_{i_j}, y_{i_j}) - (a_j, b_j)|} cdot |(x, y) - (a_j, b_j)| whenever (x, y) in U_j. This is a well-defined function, because (x, y) belongs to only one U_j by construction. Moreover, f_n is piecewise linear with linear pieces connecting adjacent points in X. Now we check that f_n approximates f well. Let (x, y) in X and suppose it belongs to U_j. Then |f(x, y) - f_n(x, y)| = left|f(x, y) - f(a_j, b_j) - frac{f(x_{i_j}, y_{i_j}) - f(a_j, b_j)}{|(x_{i_j}, y_{i_j}) - (a_j, b_j)|} cdot |(x, y) - (a_j, b_j)|right|. Since (x, y), (a_j, b_j) in N_{i_j}, we have |(x, y) - (a_j, b_j)| le |(x, y) - (x_{i_j}, y_{i_j})| + |(x_{i_j}, y_{i_j}) - (a_j, b_j)| le delta + delta = 2delta. Since delta < 1, this implies frac{|f(x_{i_j}, y_{i_j}) - f(a_j, b_j)|}{|(x_{i_j}, y_{i_j}) - (a_j, b_j)|} cdot |(x, y) - (a_j, b_j)| le 2 cdot |f(x_{i_j}, y_{i_j}) - f(a_j, b_j)| le 2varepsilon. Finally, since (x, y), (a_j, b_j) in U_j subseteq N_{i_j}, we have |f(x, y) - f(a_j, b_j)| < varepsilon. Putting everything together, we get |f(x, y) - f_n(x, y)| le varepsilon + 2varepsilon = 3varepsilon. This shows that the L^{infty}-norm of f - f_n is at most 3varepsilon. Since varepsilon was arbitrary, this completes the proof.,Since X is a finite set, we can order its elements as (x_1, y_1), (x_2, y_2), ..., (x_n, y_n). Let ε > 0 be given. Since f is continuous on X, for each point (x_i, y_i) in X, there exists a δ_i > 0 such that for any point (x, y) in X with dist((x, y), (x_i, y_i)) < δ_i, we have |f(x, y) - f(x_i, y_i)| < ε/2. Now, let δ = min{δ_1, δ_2, ..., δ_n}. Since X is finite, δ > 0. Define a function f_n : X → R as follows: f_n(x, y) = f(x_i, y_i) + (f(x_{i+1}, y_{i+1}) - f(x_i, y_i)) * (dist((x, y), (x_i, y_i)) / dist((x_{i+1}, y_{i+1}), (x_i, y_i))) for (x, y) in X such that dist((x, y), (x_i, y_i)) ≤ dist((x, y), (x_{i+1}, y_{i+1})) for i = 1, 2, ..., n-1, and f_n(x_n, y_n) = f(x_n, y_n). We can see that f_n is piecewise linear with respect to the distance function, and its graph consists of straight line segments connecting adjacent points in X. Moreover, f_n has finitely many linear pieces, since X is finite. Now, we show that f_n and f agree on some dense subset of X. For each point (x_i, y_i) in X, we have f_n(x_i, y_i) = f(x_i, y_i). Thus, f_n and f agree on X, which is a dense subset of itself. Finally, we show that the L∞-norm of f - f_n is less than ε. Let (x, y) be any point in X. Without loss of generality, assume that dist((x, y), (x_i, y_i)) ≤ dist((x, y), (x_{i+1}, y_{i+1})) for some i. Then, we have: |f(x, y) - f_n(x, y)| = |f(x, y) - f(x_i, y_i) - (f(x_{i+1}, y_{i+1}) - f(x_i, y_i)) * (dist((x, y), (x_i, y_i)) / dist((x_{i+1}, y_{i+1}), (x_i, y_i)))| Since dist((x, y), (x_i, y_i)) < δ ≤ δ_i, we have |f(x, y) - f(x_i, y_i)| < ε/2. Moreover, |f(x_{i+1}, y_{i+1}) - f(x_i, y_i)| ≤ ε/2, since dist((x_{i+1}, y_{i+1}), (x_i, y_i)) < δ ≤ δ_i. Therefore, we have: |f(x, y) - f_n(x, y)| < ε/2 + ε/2 = ε Thus, the L∞-norm of f - f_n is less than ε. This completes the proof.
question:Find the Morse homology of the following real-valued function f:mathbb{R}^2rightarrow mathbb{R} defined by f(x,y) = x^2 - y^2 and the corresponding Morse-Smale complex.
answer:To find the Morse homology of the function f(x,y) = x^2 - y^2, we first need to find its critical points and their indices. The gradient of f is given by nabla f(x,y) = (2x, -2y), so the critical points are (0,0), which is non-degenerate with index 0, and (0,0), which is also non-degenerate with index 2. Now, let's look at the unstable and stable manifolds of these critical points. The unstable manifold of a critical point p is defined as W^u(p) = {q in mathbb{R}^2 | phi_t(q) to p text{ as } t to -infty}, where phi_t denotes the flow of the negative gradient vector field -nabla f. Similarly, the stable manifold of p is defined as W^s(p) = {q in mathbb{R}^2 | phi_t(q) to p text{ as } t to infty}. For our function f(x,y) = x^2 - y^2, we can easily see that: * W^u(0,0) = {(x,y) in mathbb{R}^2 | x=0, y<0} * W^s(0,0) = {(x,y) in mathbb{R}^2 | x=0, y>0} * W^u(0,0) = {(x,y) in mathbb{R}^2 | x>0, y=0} * W^s(0,0) = {(x,y) in mathbb{R}^2 | x<0, y=0} Now, we can build the Morse-Smale complex. The complex has two vertices, corresponding to the critical points (0,0) and (0,0), with indices 0 and 2, respectively. There are two edges in the complex, connecting the two vertices. The first edge corresponds to the flow from the unstable manifold of (0,0) to the stable manifold of (0,0), and it is assigned a generator in degree 1. The second edge corresponds to the flow from the unstable manifold of (0,0) to the stable manifold of (0,0), and it is also assigned a generator in degree 1. Therefore, the Morse-Smale complex is given by: * 0-chains: (0,0), (0,0) * 1-chains: 0,1, 1,2 Finally, we can compute the Morse homology of f. The Morse homology groups HM_k(f) are given by the homology of the Morse-Smale complex, which is simply the homology of the following chain complex: 0 to C_1 to C_0 to 0, where C_1 is the free Abelian group generated by 0,1, 1,2 and C_0 is the free Abelian group generated by (0,0), (0,0). The boundary map partial : C_1 to C_0 sends both 0,1 and 1,2 to (0,0)-(0,0)=0, so it is the zero map. Therefore, the Morse homology groups are given by: * HM_0(f) = C_0 / text{Im}(partial) = C_0 cong mathbb{Z} oplus mathbb{Z} * HM_1(f) = text{Ker}(partial) cong mathbb{Z} oplus mathbb{Z} * HM_2(f) = 0 In summary, the Morse homology of the function f(x,y) = x^2 - y^2 is given by: * HM_0(f) cong mathbb{Z} oplus mathbb{Z} * HM_1(f) cong mathbb{Z} oplus mathbb{Z} * HM_2(f) = 0,To find the Morse homology and the Morse-Smale complex for the given real-valued function f(x, y) = x^2 - y^2, we need to perform the following steps: 1. Compute the critical points of the function by finding the points where the gradient is zero. 2. Classify the critical points as local minima, maxima, or saddles based on the Hessian matrix. 3. Compute the Morse indices of each critical point. 4. Construct the Morse-Smale complex by drawing descending manifolds between critical points of differing index. 5. Compute the Morse homology by taking the homology of the Morse-Smale complex. Step 1: Compute the critical points The gradient of the function is given by the partial derivatives with respect to x and y: nabla f(x, y) = left(frac{partial f}{partial x}, frac{partial f}{partial y}right) = (2x, -2y) Setting the gradient to zero, we get: 2x = 0 quad text{and} quad -2y = 0 The solutions are x = 0 and y = 0. Thus, the critical point is (0, 0). Step 2: Classify the critical points To classify the critical point, we compute the Hessian matrix: H(f) = begin{pmatrix} frac{partial^2 f}{partial x^2} & frac{partial^2 f}{partial x partial y} frac{partial^2 f}{partial y partial x} & frac{partial^2 f}{partial y^2} end{pmatrix} = begin{pmatrix} 2 & 0 0 & -2 end{pmatrix} The eigenvalues of the Hessian matrix are lambda_1 = 2 and lambda_2 = -2. Since there is one positive eigenvalue and one negative eigenvalue, the critical point (0, 0) is a saddle point. Step 3: Compute the Morse indices The Morse index of a critical point is the number of negative eigenvalues of the Hessian matrix. In this case, there is one negative eigenvalue, so the Morse index of,To find the Morse homology of the given function f(x, y) = x^2 - y^2, we first need to find its critical points and their indices. The critical points are the points where the gradient of the function is zero, i.e., nabla f(x, y) = 0. The gradient of the function is given by: nabla f(x, y) = left(frac{partial f}{partial x}, frac{partial f}{partial y}right) = (2x, -2y). Setting the gradient to zero, we get: 2x = 0 quad text{and} quad -2y = 0. This gives us the critical point (0, 0). Now, we need to find the index of this critical point, which is the number of negative eigenvalues of the Hessian matrix. The Hessian matrix is given by: H(f) = begin{bmatrix} frac{partial^2 f}{partial x^2} & frac{partial^2 f}{partial x partial y} frac{partial^2 f}{partial y partial x} & frac{partial^2 f}{partial y^2} end{bmatrix} = begin{bmatrix} 2 & 0 0 & -2 end{bmatrix}. The eigenvalues of the Hessian matrix are 2 and -2. Since there is one negative eigenvalue, the index of the critical point (0, 0) is 1. Now, we can compute the Morse-Smale complex. Since there is only one critical point, the Morse-Smale complex consists of a single cell of dimension 1, which is a 1-dimensional line. The Morse homology groups are given by: H_0 = mathbb{Z}_2, quad H_1 = mathbb{Z}_2, quad H_k = 0 quad text{for} quad k geq 2. Here, mathbb{Z}_2 denotes the group of integers modulo 2. The Morse homology groups indicate that the function f(x, y) = x^2 - y^2 has one connected component and one nontrivial cycle.
question:Here's a possible question: Let M be a compact, connected and oriented manifold of dimension n. Let f:Mrightarrow mathbb{R} be a Morse function with only two critical points, one of index k and one of index n-k, where 0<k<n/2. Using Morse homology and the coefficients of a field F, compute the rank of H_{k}(M;F).
answer:To compute the rank of H_{k}(M;F), we can use the Morse complex and the fact that the ranks of the Morse homology groups are equal to the ranks of the singular homology groups for a Morse function with distinct critical points. The Morse complex (C_{*}(f,F),d_{*}) is defined as follows: * The chain group C_{k}(f,F) is the free F-module generated by the critical points of index k. In our case, C_{k}(f,F) is generated by the critical point of index k, and C_{n-k}(f,F) is generated by the critical point of index n-k. Let's denote these critical points by p and q, respectively. * The boundary operator d_{k}:C_{k}(f,F)rightarrow C_{k-1}(f,F) is defined as follows: for a critical point x, we have d_{k}(x) = sum_{y, mu(y)=mu(x)-1} n(x,y) y, where the sum is taken over all critical points y of index k-1, mu(x) denotes the Morse index of x, and n(x,y) is the number of flow lines from x to y. Note that n(x,y) depends on the choice of Riemannian metric and almost complex structure, but its parity is independent of these choices. Since f has only two critical points, the Morse complex is particularly simple in our case. Indeed, it consists of two generators, p and q, and no non-trivial differentials, since there are no flow lines between critical points of the same index. Thus, we have H_{k}(C_{*}(f,F),d_{*}) = C_{k}(f,F) / text{im } d_{k+1} = C_{k}(f,F) = F cdot p. Similarly, we have H_{n-k}(C_{*}(f,F),d_{*}) = C_{n-k}(f,F) / text{im } d_{n-k+1} = C_{n-k}(f,F) = F cdot q. Now, we can use the Morse homology exact sequence to relate the homology groups in different degrees. Specifically, we have the following exact sequence: dots rightarrow H_{n-k+1}(M;F) rightarrow H_{k}(C_{*}(f,F),d_{*}) rightarrow H_{k}(M;F) rightarrow H_{n-k}(M;F) rightarrow dots Since H_{k}(C_{*}(f,F),d_{*}) = F cdot p and H_{n-k}(M;F) = 0 (because k < n/2), it follows that the map H_{k}(C_{*}(f,F),d_{*}) rightarrow H_{k}(M;F) is surjective. Therefore, we have text{rank } H_{k}(M;F) leq text{rank } H_{k}(C_{*}(f,F),d_{*}) = 1. To show that this inequality is actually an equality, we need to exhibit a non-trivial cycle in degree k. Note that the sublevel set f^{-1}((-infty, a) is a compact manifold with boundary for a < f(q), and its boundary is given by f^{-1}(a). Moreover, f^{-1}(a) is a regular level set of f (i.e., it does not contain any critical points), since a is strictly between the critical values of p and q. Thus, we can apply the Thom isomorphism in Morse homology to conclude that H_{k}(f^{-1}((-infty, a),F) cong H_{k+1}(f^{-1}((-infty, a),F). On the other hand, since f^{-1}((-infty, a) is a compact manifold with boundary, its homology groups in positive degrees vanish. Therefore, we have H_{k+1}(f^{-1}((-the request input contains invalid characters or is incomplete. The request cannot be processed in its current form. ``` Please try again. a),F) = 0. Thus, we have H_{k}(f^{-1}((-infty, a),F) = 0. However, the cycle p is non-trivial in H_{k}(C_{*}(f,F),d_{*}), so it must represent a non-trivial homology class in H_{k}(f^{-1}((-infty, a),F) = 0, which is a contradiction. Therefore, we must have text{rank } H_{k}(M;F) > 0. Since we already established the inequality text{rank } H_{k}(M;F) leq 1, it follows that text{rank } H_{k}(M;F) = 1, as desired. ```,To compute the rank of H_k(M; F) using Morse homology, we first need to understand the Morse complex C_*(M; F) and the boundary operator partial_*: C_* to C_{*-1}. Since f has only two critical points, the Morse complex C_*(M; F) is concentrated in degrees k and n-k. Let x and y be the critical points of index k and n-k, respectively. Then, C_k(M; F) = Fx and C_{n-k}(M; F) = Fy, where Fx and Fy are free F-modules generated by x and y. Now, we need to compute the boundary operator partial_*. Since there are no critical points of index k-1 and n-k-1, we have partial_k = 0 and partial_{n-k+1} = 0. Therefore, the only non-trivial boundary map is partial_{n-k}: C_{n-k}(M; F) to C_k(M; F). To compute partial_{n-k}(y), we need to count the number of gradient flow lines from y to x mod F. Let N be the number of such flow lines. Then, partial_{n-k}(y) = N cdot x. Now, we can compute the homology groups. Since partial_k = 0, we have H_k(M; F) = ker partial_k / operatorname{im} partial_{n-k} = C_k(M; F) / operatorname{im} partial_{n-k}. Since partial_{n-k}(y) = N cdot x, the rank of H_k(M; F) is given by the rank of C_k(M; F) modulo the rank of operatorname{im} partial_{n-k}. If N neq 0 mod F, then operatorname{im} partial_{n-k} = Fx, and the rank of H_k(M; F) is 0. If N = 0 mod F, then operatorname{im} partial_{n-k} = 0, and the rank of H_k(M; F) is the rank of C_k(M; F), which is 1. In conclusion, the rank of H_k(M; F) is 1 if the number of gradient flow lines from the critical point of index n-k to the critical point of index k is 0 mod F, and 0 otherwise.,To compute the rank of H_{k}(M;F), we will use Morse homology and Poincaré duality. Morse homology relies on the critical points of a Morse function, and Poincaré duality relates the homology groups of different dimensions. Given the Morse function f:Mrightarrow mathbb{R} with critical points of index k and n-k, let P and Q be the number of critical points of index k and n-k, respectively. Since M is a compact and connected manifold, P=Q=1 by the Morse inequalities. Now we can apply the Morse inequalities to find the dimensions of the homology groups. For each index i, there is a Morse inequality that says: text{dim}_F H_i(M;F) leq P_i, where P_i is the number of critical points of index i. Since we have only two critical points, P_i = 0 for i neq k and i neq n-k. Therefore, text{dim}_F H_i(M;F) = 0 for i neq k and i neq n-k. Using Poincaré duality, we have the following relationship between the homology groups of different dimensions: H^i(M;F) = H_{n-i}(M;F). In particular, we have: H^k(M;F) = H_{n-k}(M;F). By Poincaré duality, the dimensions of these cohomology groups are equal: text{dim}_F H^k(M;F) = text{dim}_F H_{n-k}(M;F). Since we have only two critical points, text{dim}_F H^k(M;F) = 1 and text{dim}_F H_{n-k}(M;F) = 1. Therefore, the rank of H_k(M;F) is 1.