CLASSICAL ALGEBRAIC GEOMETRY Daniel Plaumann Universität Konstanz Summer ���� A brief inaccurate history of algebraic geometry ���� - ���� ���� - ���� ���� - ���� ���� - ���� from ���� from ���� Projective geometry. Emergence of ’analytic’ geometry with cartesian coordinates, as opposed to ’synthetic’ (axiomatic) geometry in the style of Euclid. (Celebrities: Plücker, Hesse, Cayley) Complex analytic geometry. Powerful new tools for the study of geometric problems over C. (Celebrities: Abel, Jacobi, Riemann) Classical school. Perfected the use of existing tools without any ’dogmatic’ approach. (Celebrities: Castelnuovo, Segre, Severi, M. Noether) Algebraization. Development of modern algebraic foundations (’commutative ring theory’) for algebraic geometry. (Celebrities: Hilbert, E. Noether, Zariski) Modern algebraic geometry. All-encompassing abstract frameworks (schemes, stacks), greatly widening the scope of algebraic geometry. (Celebrities: Weil, Serre, Grothendieck, Deligne, Mumford) Computational algebraic geometry Symbolic computation and discrete methods, many new applications. (Celebrities: Buchberger) Literature Primary source [Ha] J. Harris, Algebraic Geometry: A first course. Springer GTM ��� (����) Classical algebraic geometry [BCGB] M. C. Beltrametti, E. Carletti, D. Gallarati, G. Monti Bragadin. Lectures on Curves, Surfaces and Projective Varieties. A classical view of algebraic geometry. EMS Textbooks (translated from Italian) (����) [Do] I. Dolgachev. Classical Algebraic Geometry. A modern view. Cambridge UP (����) Algorithmic algebraic geometry [CLO] D. Cox, J. Little, D. O’Shea. Ideals, Varieties, and Algorithms. Springer UTM (����) [EGSS] D. Eisenbud, D. R. Grayson, M. Stillman, B. Sturmfels. Computations in Algebraic Geometry with Macaulay �. Springer (����). ’Big books’ [GH] P. Griffiths, J. Harris. Principles of Algebraic Geometry. John Wiley & Sons (����) [Hs] R. Hartshorne. Algebraic Geometry. Springer GTM �� (����) [Sh] I. Shafarevich. Basic Algebraic Geometry I: Varieties in projective space. Springer (translated from Russian) (����) §� Projective Varieties Affine varieties K algebraically closed field An = K n affine space V ⊂ An is an affine variety if there is a set of polynomials M ⊂ K[x� , . . . , x n ] such that V = V(M) = {p ∈ An ∶ f (p) = � for all f ∈ M}. There is a finite subset M ′ ⊂ M such that V(M) = V(M ′) (Hilbert Basis Theorem). Projective space Let V be a K -vector space. P(V ) = {one-dimensional subspaces of V }, the projective space of V Pn = PK n+� = �K n+� � {�}��∼ where v ∼ w ⇐⇒ ∃λ ∈ K ×∶ v = λw. Points of Pn are denoted in homogeneous coordinates [Z� , . . . , Z n ] where [Z� , . . . , Z n ] = [λZ� , . . . , λZ n ] for λ ∈ K × . Affine varieties Affine varieties K Kn n A = K n A = Kn algebraically algebraically closed closed field field affine affine space space n is an affine variety if there is a set of polynomials M ⊂ K[x , . . . , x ] such that V ⊂ A V ⊂ An is an affine variety if there is a set of polynomials M ⊂ K[x�� , . . . , x nn ] such that n ∶ f (p) = � for all f ∈ M}. V = V(M) = {p ∈ A V = V(M) = {p ∈ An ∶ f (p) = � for all f ∈ M}. ′ ⊂ M such that V(M) = V(M ′) (Hilbert Basis Theorem). There is a finite subset M If I is the ideal generated by M , then V(M) = V(I). By the Hilbert Basis Theorem, there is a finite subset M ′ ⊂ M that also generates I , so in particular V(M ′) = V(M). space If I and J are two ideals in K[x� , . . . , xProjective ] , then n Let VVbe -vector (I)a ∪KV (J) = space. V (IJ) = V(I ∩ J) V (I))∩=V{(J) = V (I + J) subspaces of V }, the projective space of V P(V one-dimensional where IJ is the ideal generated by all products f g , f ∈ I , g ∈ J . Pn = PK n+� = �K n+� � {�}��∼ where v ∼ w ⇐⇒ ∃λ ∈ K ×∶ v = λw. Points of Pn are denoted in homogeneous coordinates [Z� , . . . , Z n ] where Projective space × Let V[Z be� ,a. .K. -vector space. , Z n ] = [λZ � , . . . , λZ n ] for λ ∈ K . P(V ) = {one-dimensional subspaces of V }, the projective space of V Pn = PK n+� = �K n+� � {�}��∼ where v ∼ w ⇐⇒ ∃λ ∈ K ×∶ v = λw. K Kn n A = K n K = Kn A algebraically algebraically closed closed field field affine space algebraically affine space closed field Affine varieties Affine varieties Affine varieties n affine space An = K n V V⊂ ⊂A An is is an an affine affine variety variety if if there there is is aa set set of of polynomials polynomials M M⊂ ⊂ K[x K[x�� ,, .. .. .. ,, xx nn ]] such such that that n is an affine variety n ∶ iff (p) V ⊂A there= is a set off polynomials M ⊂ K[x� , . . . , x n ] such that V = V(M) = {p ∈ A � for all ∈ M}. n V = V(M) = {p ∈ A ∶ f (p) = � for all f ∈ M}. n′ ∶ f (p) = � for all f ∈ M}. ′) (Hilbert Basis Theorem). V = V(M) = {p ∈ A There is a finite subset M ⊂ M such that V(M) = V(M If I is the ideal generated by M , then V(M) = V(I). By the Hilbert Basis Theorem, there is a ′ ⊂ M that by If I is the ideal Mgenerates , then V(M) V(I) . Furthermore, finitely finite subset Mgenerated also I , so= in particular V(M ′) I= isV(M) . generated by the Hilbert Basis Theorem. In particular, there is a finite subset M ′ ⊂ M such that V(M) = V(M ′). space If I and J are two ideals in K[x� , . . . , xProjective ] , then n Let VVbe -vector (I)a ∪KV (J) = space. V (IJ) = V(I ∩ J) V (I))∩=V{(J) = V (I + J) subspaces of V }, the projective space of V P(V one-dimensional where IJ is the ideal generated by all products f g , f ∈ I , g ∈ J . Pn = PK n+� = �K n+� � {�}��∼ where v ∼ w ⇐⇒ ∃λ ∈ K ×∶ v = λw. Projective space[Z� , . . . , Z n ] where Points of Pn are denoted in homogeneous coordinates Projective space ×. Let V[Z be� ,a. .K. -vector space. , Z ] = [λZ , . . . , λZ ] for λ ∈ K n n � Let V be a K -vector space. P(V ) = {one-dimensional subspaces of V }, the projective space of V P(V ) = {one-dimensional subspaces of V }, the projective space of V n+� � {�}��∼ �K Pnn = PK n+� = P = PK n+� = �K n+� � {�}��∼ × where v ∼ w ⇐⇒ ∃λ ∈ K ×∶ v = λw. Projective space Let V be a K -vector space. P(V ) = {one-dimensional subspaces of V }, the projective space of V Pn = PK n+� = �K n+� � {�}��∼ where v ∼ w ⇐⇒ ∃λ ∈ K ×∶ v = λw. Points of Pn are denoted in homogeneous coordinates [Z� , . . . , Z n ] where [Z� , . . . , Z n ] = [λZ� , . . . , λZ n ] for λ ∈ K × . Projective space Projective space Let Let V be be aa K -vector -vector space. space. P(V ) = {one-dimensional one-dimensional subspaces subspaces of of V },, the the projective projective space space of of V n+� = �K n+� n+� � {�}��∼ Pnn = PK n+� × ×∶ v = λw. where v ∼ w ⇐⇒ ∃λ ∈ K where n Points Points of of Pn are are denoted denoted in in homogeneous homogeneous coordinates coordinates [Z�� , . . . , Z nn ] where where × [Z�� , . . . , Z nn ] = [λZ�� , . . . , λZ nn ] for for λ ∈ K × . Projective space Projective space Let Let V be be aa K -vector -vector space. space. P(V ) = {one-dimensional one-dimensional subspaces subspaces of of V },, the the projective projective space space of of V n+� = �K n+� n+� � {�}��∼ Pnn = PK n+� × ×∶ v = λw. where v ∼ w ⇐⇒ ∃λ ∈ K where n Points Points of of Pn are are denoted denoted in in homogeneous homogeneous coordinates coordinates [Z�� , . . . , Z nn ] where where × [Z�� , . . . , Z nn ] = [λZ�� , . . . , λZ nn ] for for λ ∈ K × . Projective varieties A polynomial F ∈ K[Z� , . . . , Z n ] is not a function on Pn , since in general F(Z� , . . . , Z n ) ≠ F(λZ� , . . . , λZ n ). If F is homogeneous of degree d , then F(λZ� , . . . , λZ n ) = λd F(Z� , . . . , Z n ). So given a set M of homogeneous polynomials in K[Z� , . . . , Z n ], it makes sense to define V(M) = �p ∈ Pn ∶ f (p) = � for all f ∈ M�, a projective variety. The projective (resp. affine) varieties in Pn (resp. An ) form the closed sets of a topology, the Zariski topology. Projective space is covered by the open subsets The Zariski topology The projective (resp. affine) varieties in Pn (resp. An ) form the closed sets of a topology, the Zariski topology. Projective space is covered by the open subsets U i = �[Z� , . . . , Z n ] ∈ Pn ∶ Z i ≠ �� = �[Y� , . . . , Yi−� , �, Yi+� , . . . , Yn ] ∈ Pn �. The map U i → An , [Z� , . . . , Z n ] � (Z��Z i , . . . , Z i−��Z i , Z i+��Z i , . . . , Z n ) is a homeomorphism. The inverse map is An → U i , (z� , . . . , z i−� , z i+� , z n ) � [z� , . . . , z i−� , �, z i+� , . . . , z n ]. Thus Pn is covered by n + � copies of An . How to think about projective space Projective line Exact picture [Ha, p.4] How to think about projective space Projective line Real topological picture Exact picture [Ha, p.4] (O. Alexandrov - Wikimedia Commons) How to think about projective space Projective line Real topological picture (O. Alexandrov - Wikimedia Commons) Exact picture [Ha, p.4] Intuitive picture How to think about projective space Projective plane Exact picture [Univ. of Toronto Math Network] We think of projective space over an algebraically closed field just as real affine space, together with the idea that taking intersections always works perfectly. How to think about projective space Projective plane Real topological picture - Boy's surface (virtualmathmuseum.org) Exact picture [Univ. of Toronto Math Network] We think of projective space over an algebraically closed field just as real affine space, together with the idea that taking intersections always works perfectly. How to think about projective space Projective plane Real topological picture - Boy's surface (virtualmathmuseum.org) Exact picture [Univ. of Toronto Math Network] We think of projective space over an algebraically closed field just as real affine space, together with the idea that taking intersections always works perfectly. Intuitive picture [freehomeworkmathhelp.com] How to think about projective space How to think about projective space Projective plane Projective plane Real topological picture - Boy's surface (virtualmathmuseum.org) Exact picture [Univ. of Toronto Math Network] We think of projective space over algebraically closed field just Weanthink of projective space over real affine space, together with anasalgebraically closed field just that taking intersections asthe realidea affine space, together with always works perfectly. the idea that taking intersections always works perfectly. Intuitive picture [freehomeworkmathhelp.com] Linear Spaces If W ⊂ V is a linear subspace, then PW ⊂ PV is a projective subspace, a linear space of dimension dim PW = dim W − � in PV . dim PW dim PW dim PW dim PW =� =� =� = dim PV − � point line plane hyperplane If L = PW , L′ = PW ′, write LL′ = P(W + W ′). We have dim LL′ = dim L + dim L′ − dim L ∩ L′ . Linear Spaces Linear Spaces If W ⊂ V is a linear subspace, then PW ⊂ PV is a projective subspace, a linear space of dimension dim PW = dim W − � in PV . dim PW dim PW dim PW dim PW =� =� =� = dim PV − � point line plane hyperplane If L = PW , L′ = PW ′, write LL′ = P(W + W ′). We have dim LL′ = dim L + dim L′ − dim L ∩ L′ . Dimension Let X be a variety. X is reducible if it is the union of two proper, non-empty closed subvarieties; otherwise it is called irreducible. The Dimension of X is the largest integer k such that there exists a chain � � X� � X� � � � X k−� � X of irreducible closed subvarieties. In particular, dim Pn = dim An = n. If X ⊂ Pn or X ⊂ An is irreducible: dim X dim X dim X dim X dim X =� =� =� =� = n−� point curve surface threefold hypersurface Theorem. The hypersurfaces in Pn are exactly the varieties defined by a single equation. The hypersurfaces in P� are the plane projective curves. Dimension Dimension Let X be a variety. X is reducible if it is the union of two proper, non-empty closed subvarieties; otherwise it is called Let X be a variety. X isirreducible. reducible if it is the union of two proper, non-empty closed subvarieties; The Dimension of X irreducible. is the largest integer k such that there exists a chain otherwise it is called The Dimension largest � � X� � X�of� X�is�the X k−� � X integer k such that there exists a chain � � X� � closed X� � �subvarieties. � X k−� � X of irreducible of irreducible closed subvarieties. In particular, dim Pn = dim An = n. In particular, dim Pnn = dim An = n. n If X ⊂ P or X ⊂ A is irreducible: Ifdim X ⊂XP=n �or X ⊂point An is irreducible: dim curve dim X X= = �� point dim surface dim X X= = �� curve dim threefold dim X X= = �� surface dim dim X X= = �n − � hypersurface threefold dim X = n − � hypersurface Theorem. The hypersurfaces in Pn are exactly the varieties defined by a single equation. n are exactly the varieties defined by a single equation. � Theorem. The hypersurfaces in P The hypersurfaces in P are the plane projective curves. The hypersurfaces in P� are the plane projective curves. Dimension Dimension Let X be a variety. X is reducible if it is the union of two proper, non-empty closed subvarieties; otherwise it is called Let X be a variety. X isirreducible. reducible if it is the union of two proper, non-empty closed subvarieties; The Dimension of X irreducible. is the largest integer k such that there exists a chain otherwise it is called The Dimension largest � � X� � X�of� X�is�the X k−� � X integer k such that there exists a chain � � X� � closed X� � �subvarieties. � X k−� � X of irreducible of irreducible closed subvarieties. In particular, dim Pn = dim An = n. n = dim An = n . In particular, dim P If X ⊂ Pn or X ⊂ An is irreducible: Ifdim X ⊂XP=n �or X ⊂point An is irreducible: dim curve dim X X= = �� point dim surface dim X X= = �� curve dim threefold dim X X= = �� surface dim dim X X= = �n − � hypersurface threefold dim X = n − � hypersurface Theorem. The hypersurfaces in Pn are exactly the varieties defined by a single equation. n are exactly the varieties defined by a single equation. Theorem. The hypersurfaces in P � The hypersurfaces in P are the plane projective curves. The hypersurfaces in P� are the plane projective curves. Dimension Dimension Dimension Let X be a variety. X is reducible if it is the union of two proper, non-empty closed subvarieties; Let X be a variety. X isirreducible. reducible if it is the union of two proper, non-empty closed subvarieties; otherwise it is called Let X be a variety. X isirreducible. reducible if it is the union of two proper, non-empty closed subvarieties; otherwise it is called The Dimension of X irreducible. is the largest integer k such that there exists a chain otherwise it is called The Dimension of X is the largest integer k such that there exists a chain The Dimension largest � � X� � X�of� X�is�the X k−� � X integer k such that there exists a chain � � X� � X� � � � X k−� � X � � X� � closed X� � �subvarieties. � X k−� � X of irreducible of irreducible closed subvarieties. of irreducible closed subvarieties. In particular, dim Pn = dim An = n. In particular, dim Pnn = dim Ann = n. In particular, dim Pn = dim A = n. n If X ⊂ P or X ⊂ A is irreducible: If X ⊂ Pn or X ⊂ An is irreducible: Ifdim X ⊂XP=n �or X ⊂point An is irreducible: dim X = �� point dim X = curve dim X = � point dim X = � curve dim X = � surface dim X = � curve dim X = � surface dim X = � threefold dim X = � surface dim X = � threefold dim X = n − � hypersurface dim X = � dim X = n − � threefold hypersurface dim X = n − � hypersurface Theorem. The hypersurfaces in Pn are exactly the varieties defined by a single equation. Theorem. The hypersurfaces in Pn are exactly the varieties defined by a single equation. n are exactly the varieties defined by a single equation. Theorem. The hypersurfaces in P � The hypersurfaces in P are the plane projective curves. The hypersurfaces in P� are the plane projective curves. The hypersurfaces in P� are the plane projective curves. Points Proposition �.�. Any finite set of d points in Pn is described by polynomials of degree at most d . Proof. Let Γ = {p� , . . . , pd }. For q ∉ Γ, let L q,i be a linear form with L q,i (p i ) = � and L q,i (q) ≠ �. Put Fq = L q,��L q,d . Then Γ = V(Fq ∶ q ∉ Γ). Definition. Let p� , . . . , pd ∈ Pn . If d � n + �, the points p i are independent if dim(p��pd ) = d − �, � otherwise dependent. If d > n + �, the p i are in (linearly) general position if no n + � of them are dependent (i.e. lie in a hyperplane). Points n Proposition �.�. Any finite set of d points in P Proposition �.�. Any finite set of d points in Pn is is described described by by polynomials polynomials of of degree degree at at most most d d .. Proof. be a linear form with L q,i (p (q) ≠ �. Proof. Let Let Γ Γ= = {p {p�� ,, .. .. .. ,, ppdd }}.. For For q q ∉∉ Γ Γ,, let let L L q,i (p ii )) = = �� and and L L q,i q,i be a linear form with L q,i q,i (q) ≠ �. Put Put F . Fqq = =L L q,� �L q,d q,��L q,d . Then Then Γ Γ= = V(F V(Fqq ∶∶ qq ∉∉ Γ) Γ).. n Definition. Definition. Let Let p p�� ,, .. .. .. ,, ppdd ∈∈ P Pn .. If If d d� �n n+ + ��,, the the points points p p ii are are independent independent if if dim(p���pdd ) = d − �, otherwise dependent. � � If d > n + �, the p ii are in (linearly) general position if no n + � of them are dependent (i.e. lie in a hyperplane). Points Proposition �.�. Any finite set of d points in Pnn is described by polynomials of degree at most d . Proposition Proposition �.�. �.�. Any Any finite finite set set of of d d points points in in P Pn is is described described by by polynomials polynomials of of degree degree at at most most d d .. Proof. Let Γ = {p� , . . . , pd }. For q ∉ Γ, let L q,i be a linear form with L q,i (p i ) = � and L q,i (q) ≠ �. Proof. Let Γ = {p , . . . , p }. For q ∉ Γ, let L q,i be (p ) = � and L q,i (q) Proof. be aa linear linear form form with with L L q,i (q) ≠ ≠ ��.. q,i (p ii ) = � and L q,i Put Let Γ = {p�� , . . . , pdd }. For q ∉ Γ, let L q,i Put Put Fq = L q,��L q,d . F . Fqq = =L L q,� �L q,d q,��L q,d . Then Γ = V(Fq ∶ q ∉ Γ). � Then � Then Γ Γ= = V(F V(Fqq ∶∶ qq ∉∉ Γ) Γ).. � Definition. Let p� , . . . , pd ∈ Pnn . If d � n + �, the points p i are independent if Definition. Definition. Let Let p p�� ,, .. .. .. ,, ppdd ∈∈ P Pn .. If If d d� �n n+ + ��,, the the points points p p ii are are independent independent if if dim(p��pd ) = d − �, dim(p���pdd ) = d − �, otherwise dependent. otherwise dependent. If d > n + �, the p i are in (linearly) general position if no n + � of them are dependent (i.e. lie in If d > n + �, the p ii are in (linearly) general position if no n + � of them are dependent (i.e. lie in a hyperplane). a hyperplane). n Theorem �.�. Any collection of at most �n points in general position in P Theorem �.�. Any collection of at most �n points in general position in Pn can can be be described described by by quadratic quadratic forms. forms. Proof. = �n Γ = {p� , . . We . , pmay �n }. assume that Γ contains exactly �n points. Proof. May Let Γassume ⊂ Pn be�Γ� such a ,collection. n Let q ∈ P Let q ∈ Pn be be such such that that F� = �� F�ΓΓ = = �� �⇒ �⇒ F(q) F(q) = holds holds for for all all quadratic quadratic forms forms F F .. We We must must show show q q ∈∈ Γ Γ.. (�) �Γ � = �Γ � = n, then Γ spans a hyperplane H = V(L i ) and H ∪H� =byV(L L�). � � (�) IfIf ΓΓ == ΓΓ��∪Γ ∪ �Γwith ) , defined a linear � with ��Γ�� = ��Γ�� = n , theni Γi spans a hyperplanei H i = V(L i So L� LL�,(q) hypothesis. H� ∪=H��by . hypothesis. Hence q ∈ H ∪ H . form and=H� by ∪H = V(L L Hence ). So LqL∈ (q) i � � � � � � � � (�) the of property q ∈ pproperty ��p k . q ∈ p��p . (�) Let Let {p {p�� ,, .. .. .. ,, pp kk }} ∈∈ Γ Γ be be minimal a minimalwith subset Γ with the k Claim: k =can � ( find ⇐⇒such q = ap�subset ) By (�), we with k � n. Take Σ ⊂ Γ � {p� , . . . , p k }, Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Claim: k = � ( ⇐⇒ q = p�) does not contain p�. So q ∉ H , since p� ∈ qp��p k . Take Γ �in {pthe . , p k } with �Σ� = n − kby+ the �. Byremaining hypothesis, the n points {p� , .that . . , pqklies } ∪ Σonspan � , . .hyperplane By (�),Σq⊂lies spanned n points. It follows the ahyperplane hyperplanespanned H that does . Since p� ∈ qpp��p, .k., .it, follows that q ∉ H . of all such by p�not andcontain any n −p��of the points p . The intersection �n k+� By (�), q lies inis the by the remaining n points. It follows that q lies on the hyperplanes justhyperplane p�, hence q spanned = p�. � hyperplane spanned by p� and any n − � of the points p k+� , . . . , p�n . The intersection of all such hyperplanes is just p�, hence q = p�. � n can be described by Theorem �.�. Any collection of at most �n points in general position in P n Theorem �.�. Any collection of at most �n points in general position in P be described by n can Theorem �.�. Any collection of at most �n points in general position in P can be described by quadratic forms. quadratic quadratic forms. forms. Proof. May assume �Γ� = �n ,, Γ = {p .. � ,, .. .. .. ,, p �n } Proof. May assume �Γ� = �n Γ = {p p } n � We may �n assume that Γ contains exactly �n points. Proof. Let Γ ⊂ P be such a collection. n be such that Let q ∈ P n Let q ∈ P Let q ∈ Pn be be such such that that F� �� �⇒ F(q) = �� Γ= F� = �⇒ F(q) = F�ΓΓ = � �⇒ F(q) = � holds for all quadratic forms F .. We must show qq ∈∈ Γ .. holds for all quadratic forms F We must show Γ holds for all quadratic forms F . We must show q ∈ Γ. (�) If Γ = Γ �Γ �Γ n ,, then Γ aa hyperplane H V(L and H V(L .. � ∪Γ � with ��� = ��� = � ∪H �= �L �) i spans i= i) (�) If Γ = Γ ∪Γ with �Γ = �Γ = n then Γ spans hyperplane H = V(L ) and H ∪H = V(L L ) � � � � � � � � i i i (�) IfL ΓL =(q) Γ� ∪= Γ�� by with �Γ�� = �Γ�� Hence = n, then ΓHi spans a hyperplane H i = V(L i ), defined by a linear So hypothesis. q ∈ ∪ H . � L�(q) = � by hypothesis. Hence q ∈ H� ∪ H�. So L � = ��by hypothesis. Hence q ∈ H� ∪ H�. form� L�i , and H� ∪ H� = V(L� L�). So L� L�(q) (�) Let {p ∈∈ Γ be minimal with the property qq ∈∈ pp��p � ,, .. .. .. ,, p k} k .. (�) Let {p p } Γ be minimal with the property �p � � k (�) Let {p , p kk } q∈ Γ= be a minimal subset of Γ with the property q ∈ p��p k . �=, .�.(. ⇐⇒ Claim: k p ) �) Claim: k = � ( ⇐⇒ q = p �subset with k � n . By (�), we can find such a Take Take Σ Σ⊂ ⊂Γ Γ� � {p {p�� ,, .. .. .. ,, pp kk }},, Σ Σ= =n n− − kk + + ��.. By By hypothesis, hypothesis, p p�� ,, .. .. .. ,, pp kk ,, Σ Σ span span aa hyperplane hyperplane H H that that Claim: k= � ( ⇐⇒p�q. So = pq�)∉ H , since p� ∈ qp��p k . does not contain does not contain p�. So q ∉ H , since p� ∈ qp��p k . Take Γ �in {pthe . , p k } with �Σ� = n − kby �. Byremaining hypothesis, the n points {p� , .that . . , pqqklies } ∪ Σon By spanned n It the � , . .hyperplane By (�), (�),Σq q⊂lies lies in the hyperplane spanned by+ the the remaining n points. points. It follows follows that lies onspan the ahyperplane hyperplanespanned H that does . Since p� ∈ qppp�k+� �p,, ..k.., ..it,, follows that q ∉ H . of by and any the pp�n .. The intersection all such hyperplane spanned by p p��not andcontain any n n− −p���of of the points points The intersection of all such �n k+� hyperplanes just pp�,, hence q spanned = p�. � By (�), q lies inis by the remaining n points. It follows that q lies on the hyperplanes is the justhyperplane � � hence q = p�. hyperplane spanned by p� and any n − � of the points p k+� , . . . , p�n . The intersection of all such hyperplanes is just p�, hence q = p�. � n n can Theorem �.�. Any collection of at most �n points in general position in P be described by Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by quadratic forms. quadratic forms. quadratic quadratic forms. forms. n be such a collection. We may assume that Γ contains exactly �n points. Proof. Let Γ ⊂ P Proof. May assume �Γ� = �n ,, Γ = {p .. � ,, .. .. .. ,, p �n } Proof. May assume �Γ� = �n Γ = {p p } n � We may �n assume that Γ contains exactly �n points. Proof. Let Γ ⊂ P be such a collection. n n be Let q ∈ P such that Let q ∈ P be such that n Let q ∈ P be such n Let q ∈ P be such that that F� = �� �⇒ F(q) = �� Γ F� = �⇒ F(q) = Γ F� = �� F�ΓΓ = = �� �⇒ �⇒ F(q) F(q) = holds for all quadratic forms F .. We must show qq ∈∈ Γ .. holds for all quadratic forms F We must show Γ holds holds for for all all quadratic quadratic forms forms F F .. We We must must show show q q ∈∈ Γ Γ.. (�) If ΓΓ == ΓΓ��∪Γ ∪ �Γwith �Γ = ��Γ =, n , then Γi spans a hyperplane HV(L defined byV(L a linear � with �=� �Γ �=� n i = V(L i ), H (�) If �Γ � � then Γ spans a hyperplane H = ) and ∪H = .. � � � �L �) i i i (�) If Γ = Γ ∪Γ with �Γ � = �Γ � = n , then Γ spans a hyperplane H = V(L ) and H ∪H = V(L L ) � � � � � � � � i i i (�) IfL ΓL = Γ� ∪=H Γ���by with �Γ=��V(L = �Γ��L��Hence =). nSo , then Γ(q) a hyperplane H , defined by a linear form L , and ∪ H L L = � by hypothesis. Hence q ∈ ∪ H . i spans i = V(L i )H � � � � � i So (q) hypothesis. q ∈ H ∪ H . � L�(q) = � by hypothesis. Hence q ∈ H� ∪ H�. So L � = ��by hypothesis. Hence q ∈ H� ∪ H�. form� L�i , and H� ∪ H� = V(L� L�). So L� L�(q) (�) Let {p ∈∈ Γ be aminimal minimalwith subset of Γ with the property q ∈ p��p k . �� ,, .. .. .. ,, p kk } (�) Let {p p } Γ be the property q ∈ p �p . � k (�) Let {p ,, .. .. .. ,, pp k }} ∈∈ Γ be minimal with the of property q ∈ pproperty ��can ��p k . q ∈ p��p . (�) Let {p Γ be a minimal subset Γ with the By (�), we find such a subset with k � n . k q = p�) k Claim: k = � ( ⇐⇒ Claim: k =can � ( find ⇐⇒such q = ap�subset ) By (�), we with k�� n. hypothesis, p , . . . , p , Σ span a hyperplane H that Claim: k = � ({p ⇐⇒ q = p ) Take Σ ⊂ Γ � , . . . , p } , Σ = n − k + . By � Take Σ ⊂ Γ � {p�� , . . . , p kk }, Σ = n − k + �. By hypothesis, p�� , . . . , p kk , Σ span a hyperplane H that Claim: k Γ= � ({p ⇐⇒ q. ,So =p pq}�)∉with does not contain p .. Take Σ ⊂ � , . . . �Σ� = npp��−∈∈kqp + ���.�p By khypothesis, the n points {p� , . . . , p k } ∪ Σ span � � does not contain p�. Sokq ∉ H H ,, since since qp �p k Take Γ �in {p , . .hyperplane . ,does p k } with �Σ� = n −p�kby �. Byremaining the n points {p�q, ∉.that .H . ,. pqqklies } ∪ Σon By (�), spanned the It the aByhyperplane Hthe not contain .+ Since phypothesis, , it follows that �that � ∈ qp��pn (�),Σq q⊂lies lies in the hyperplane spanned by the remaining nkpoints. points. It follows follows that lies onspan the ahyperplane hyperplane that does . Since p� ∈ qppp�k+� �p,,n..kpoints. that q ∉that H . q lies by and any of the .., ..it,, follows pp�n .. It The intersection of all such By (�), q lies spanned inHthe hyperplane spanned the points remaining follows on the hyperplane spanned by p p��not andcontain any n n− −p���by of the points The intersection of all such �n k+� hyperplanes just pp�by , hence qq spanned = pp�..n − � by � By (�), q lies spanned inis the points remaining follows that q lies onsuch the hyperplane p� and of the p k+� ,n. points. . . , p�n . It The intersection of all hyperplanes is the justhyperplane =any � �, hence � hyperplane p� and hyperplanesspanned is just p�by , hence q =any p�.n − � of the points p k+� , . . . , p�n . The intersection of all such � hyperplanes is just p�, hence q = p�. � n can be described by Theorem �.�. Any collection of at most �n points in general position in P n n can Theorem �.�. Any collection of at most �n points in general position in P be described by Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by n quadratic forms. Theorem �.�. Any collection of at most �n points in general position in P can be described by quadratic forms. quadratic forms. quadratic forms. quadratic forms. n be such a collection. May assume �Γ� = �n , Γ = {p , . . . , p }. Proof. Let Γ ⊂ P n be such a collection. We may assume that Γ contains � �n �n points. Proof. Let Γ ⊂ P exactly Proof. May assume �Γ� = �n , Γ = {p , . . . , p } . � , . . . , p�n }. Proof. May assume �Γ� = �n , Γ = {p n � We may �n assume that Γ contains exactly �n points. Proof. LetnΓ ⊂ P be such a collection. Let qq ∈∈ P be such that n n Let P be such that Let q ∈ P be such that n Let q ∈ P be such that n Let q F� ∈ P = be such thatF(q) = � � �⇒ Γ=� F� �⇒ F(q) = �� Γ F� = � �⇒ F(q) = Γ F� = �� �⇒ F(q) = �� Γ F� = �⇒ F(q) = Γ all quadratic forms F . We must show q ∈ Γ. holds for holds for all quadratic forms F .. We must show qq ∈∈ Γ .. holds for all quadratic forms F We must show Γ holds holds for for all all quadratic quadratic forms forms F F .. We We must must show show q q ∈∈ Γ Γ.. (�) IfIf ΓΓ == ΓΓ� ∪Γ �Γ��Γ � =� �Γ � =� n=, n then Γi spans a hyperplane H i =HV(L H V(L �Γwith ��Γ � ∪H� =by � L�). i ) and (�) ∪ with = , then Γ spans a hyperplane = V(L ) , defined a linear �∪Γ� with � �= �Γ�� �= n , then Γi spans i i i H� ∪H� = V(L� L�). (�) If Γ = Γ �Γ � aa hyperplane H = V(L ) and � � i i (�) If Γ = Γ ∪Γ with �Γ � = �Γ � = n , then Γ spans hyperplane H = V(L ) and H ∪H� =byV(L L�). So L�ΓLL�=,(q) �� by hypothesis. qLi∈ Γ(q) Hi spans .a hyperplane �� ∪=�H ��Γ ��Γ�L� Hence � � i H i � ∪=H �by (�) If Γ Γ with � = = n , then = V(L ) , defined a linear form and ∪ H = V(L ) . So L � hypothesis. Hence q ∈ H ∪ H . � i i � � � �Hence q � ∈� H� ∪ H�. � i (q) = ��by hypothesis. So L L � � So L L (q) = � by hypothesis. Hence q ∈ H ∪ H . � = ��by hypothesis. Hence q ∈ H� ∪ H�. form� L�i , and H� ∪ H� = V(L� L�). So L� L�(q) (�) Let {p }} ∈∈ Γ be aa minimal subset of Γ with the property qq ∈∈ pp��p .. � ,, .. .. .. ,, p k k (�) Let {p p Γ be minimal subset of Γ with the property �p �� , . . . , p kk } ∈ Γ be minimal with the property q ∈ p��p k . � k (�) Let {p (�) Let {p , . . . , p } ∈ Γ be minimal with the property q ∈ p �p . By (�), we find aa subset with kk � n .. of Γ with the property ��can � k }such k (�) Let {p , . . . , p ∈ Γ be a minimal subset q ∈ p��p k . By (�), we can find such subset with � n k Claim: k = � ( ⇐⇒ q = p ) �) Claim: k = � ( ⇐⇒ q = p ��subset Claim: k = � ( ⇐⇒ q = p )) By (�), we can find such a with k�� n. hypothesis, p , . . . , p , Σ span a hyperplane H that Claim: k = � ( ⇐⇒ q = p Take Σ ⊂ Γ � {p , . . . , p } , Σ = n − k + . By � � , . . . , p k }, Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Take Σ ⊂ Γ � {p �, . . q kp},) Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Take Σ ⊂ Γ � {p . , p Claim: k = � ( ⇐⇒ = � � the nk points {p , . . . , p } ∪ Σ span kq �∉ does not contain p . So H , since p ∈ qp �p . Take Σ ⊂ Γ � {p , . . . , p } with �Σ� = n − k + � . By hypothesis, � � � k � � k k does not contain p . So q ∉ H , since p ∈ qp �p . � � � k does not contain p.hyperplane q} ∉with H , contain since p�−p∈kby qp �p . ∈ qp �pn points. �.. ,So k Take Σ ⊂ Γ � {p , . p �Σ� = n + � . By hypothesis, the n points {p�q, ∉.that .H . ,. pqqklies } ∪ Σon By (�), q lies in the spanned the remaining It the aByhyperplane H that does not . Since p , it follows that � k � � nkpoints. (�), q lies in the hyperplane spanned �by the remaining It follows follows that lies onspan the (�), in hyperplane spanned by the remaining follows on the aBy hyperplane that does . Since p� ∈ qppp�k+� �p,,n that q ∉that H . qq lies hyperplane by and any of the ..kpoints. .., ..it,, follows pp�n .. It The intersection of all such By (�), q q lies lies spanned inHthe the hyperplane spanned the points remaining n points. It follows that lies on the hyperplane spanned by p p��not andcontain any n n− −p���by of the points The intersection of all such �n k+� hyperplane pp� and any n − �� by of the points pp k+� ,,n.. points. .. .. ,, pp�n .. It The intersection of all such hyperplanes just pp�by ,, hence q = p . � By (�), q lies spanned inis spanned the remaining follows that q lies on the � hyperplane spanned by and any n − of the points The intersection of all such hyperplanes is the justhyperplane hence q = p . � � �n k+� � � hyperplanes is ,, hence qq = pp�..n − � of the points p , . . . , p�n . The intersection of all such � hyperplane p� and hyperplanesspanned is just just p p��by hence =any � k+� � hyperplanes is just p�, hence q = p�. � n n Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by n quadratic forms. quadratic forms. Theorem �.�. Any collection of at most �n points in general position in P can be described by quadratic forms. quadratic forms. quadratic forms. quadratic forms. n n Proof. Let Γ ⊂ P such aaa collection. May assume �Γ� =that �n, Γ Γ contains = {p� , . . .exactly , p�n }. �n n be Proof. Let Γ ⊂ P be such collection. We may assume points. Proof. Let Γ ⊂ P be such collection. We may assume that Γ contains exactly �n points. Proof. May assume �Γ� = �n , Γ = {p , . . . , p } . � �n Proof. = �n Γ = {p� , . . We . , pmay �n }. assume that Γ contains exactly �n points. Proof. May LetnΓassume ⊂ Pn be�Γ� such a ,collection. n Let qqq ∈∈∈ P be such that n Let P be such that n Let P be such that Let q ∈ P be such that n Let q ∈ P be such that n Let q F� ∈ P = be such thatF(q) = � � �⇒ Γ F� = ��� �⇒ F(q) = ��� F� = �⇒ F(q) = Γ Γ F� = �⇒ F(q) = Γ=� F� �⇒ F(q) = �� Γ F� = � �⇒ F(q) = Γ all holds for quadratic forms F ... We must show qqq ∈∈∈ Γ ... holds for all quadratic forms F We must show Γ holds for all quadratic forms F We must show Γ holds for all quadratic forms F .. We must show qq ∈∈ Γ .. holds for all quadratic forms F We must show Γ holds for all quadratic forms F . We must show q ∈ Γ. (�) IfIf ΓΓ == ΓΓ with �Γ��Γ � �=�� �Γ � �=�� n= ,n then Γi spans a hyperplane H i =H V(L H V(L ��∪Γ �Γ ��Γ � ∪H� =by � L�). i ) and (�) ∪ with = , then Γ spans a hyperplane = V(L ) , defined a linear � i i i (�) If Γ = Γ ∪ Γ with �Γ = �Γ = n , then Γ spans a hyperplane H = V(L ) , defined by a linear �∪Γ� with � �= �Γ�� �= n , then Γi spans i i i H� ∪H� = V(L� L�). (�) If Γ = Γ �Γ � aa hyperplane H = V(L ) and � � i i (�) If Γ = Γ ∪Γ with �Γ � = �Γ � = n , then Γ spans hyperplane H = V(L ) and H ∪H =byV(L L�). So L�ΓLL ���by hypothesis. Hence q� L Hi spans H���by .a hyperplane �� ∪=�H ��Γ ��Γ��L � � � i∈�Γ i H i �= � ∪= form ,i ,(q) and ∪ H = V(L ) . So L (q) hypothesis. Hence q ∈ H ∪ H . (�) If Γ Γ with � = � = n , then = V(L ) , defined a linear � � � � i form L and H ∪ H = V(L L ) . So L L (q) = by hypothesis. Hence q ∈ H ∪ H . � i i � �by hypothesis. � � �Hence q � ∈� H� ∪ H�. � So L L (q) = � � � So L L (q) = � by hypothesis. Hence q ∈ H ∪ H . � = ��by hypothesis. Hence q ∈ H� ∪ H�. form� L�i , and H� ∪ H� = V(L� L�). So L� L�(q) (�) Let {p }}} ∈∈∈ Γ be aaa minimal subset of Γ with the property qqq ∈∈∈ ppp���p ... �� ,,, ... ... ... ,,, p k k (�) Let {p p Γ be minimal subset of Γ with the property �p (�) Let {p p Γ be minimal subset of Γ with the property �p k k �� , . . . , p kk } ∈ Γ be minimal with the property q ∈ p��p k . � k (�) Let {p (�) Let {p , . . . , p } ∈ Γ be minimal with the property q ∈ p �p . By (�), we find aaa subset with kkk � n ... of Γ with the property ��can � k }such k By (�), we can find such subset with � n (�) Let {p , . . . , p ∈ Γ be a minimal subset q ∈ p��p k . By (�), we can find such subset with � n k Claim: k = � ( ⇐⇒ q = p ) �) Claim: k = � ( ⇐⇒ q = p ��subset Claim: k = � ( ⇐⇒ q = p ))) By (�), we can find such a with k�� n. hypothesis, p , . . . , p , Σ span a hyperplane H that Claim: k = � ( ⇐⇒ q = p � Claim: k = � ( ⇐⇒ q = p Take Σ ⊂ Γ � {p , . . . , p } , Σ = n − k + . By � � , . . . , p k }, Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Take Σ ⊂ Γ � {p �, . . q kp},) Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Take Σ ⊂ Γ � {p . , p Claim: k = � ( ⇐⇒ = � � the kq k points Take Σ ⊂ Γ � {p , . . . , p } with �Σ� = n − k + � ..�p By hypothesis, n {p ∪ Σ span �∉ does not contain p So H , since p ∈ qp . � �� ,, .. .. .. ,, p Take Σ ⊂ Γ � {p , . . . , p } with �Σ� = n − k + � By hypothesis, the n points {p p } ∪ Σ span k kk } � � � k � k does not contain p . So q ∉ H , since p ∈ qp �p . � � � k does not contain p.hyperplane q} ∉with H , contain since p�−pp∈�kby qp �p .� ∈∈ qp �.. ,So k aTake H that does not . Since p ,, it that Σ ⊂ Γ � {p , . p �Σ� = n + � . By hypothesis, the n points {p�qq, ∉∉.that .H . ,.. pqqklies } ∪ Σon By (�), q lies in the spanned the remaining It the aByhyperplane hyperplane H that does not contain . Since p �pn it follows follows that H � k � qp���p (�), q lies in the hyperplane spanned �by the remaining nkkpoints. points. It follows follows that lies onspan the (�), in hyperplane spanned by the remaining follows on the aBy hyperplane that does . Since p� ∈ qppp�k+� �p,,n that q ∉that H . qqq lies hyperplane by and any of the ..kpoints. .., ..it,, follows pp�n .. It The intersection of all such By (�), qq lies lies in the hyperplane spanned the remaining n points. It follows that lies on the By (�), q lies spanned inHthe the hyperplane spanned by the points remaining n points. It follows that lies on the hyperplane spanned by p p��not andcontain any n n− −p���by of the points The intersection of all such �n k+� hyperplane ppp�� and any n − ��� by of the points ppp k+� ,,,n... points. ... ... ,,, ppp�n ... It The intersection of all such hyperplanes just pp�by ,, hence q = p . � hyperplane spanned by and any n − of the points The intersection of all such By (�), q lies spanned inis spanned the remaining follows that q lies on the � �n hyperplane spanned by and any n − of the points The intersection of all such k+� hyperplanes is the justhyperplane hence q = p . � � �n k+� � � hyperplanes is ,,, hence qqq = ppp��...n − � of the points p , . . . , p�n . The intersection of all such � hyperplanes is just pp���by hence = � hyperplane p� and hyperplanesspanned is just just p hence =any � k+� � hyperplanes is just p�, hence q = p�. � n n Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by Theorem �.�. Any collection of at most �n points in general position in P can be described by n Theorem �.�. Any collection of at most �n points in general position in P can be described by n quadratic forms. quadratic forms. Theorem �.�. Any collection of at most �n points in general position in P can be described by quadratic forms. quadratic forms. quadratic forms. quadratic forms. n n Proof. Let Γ ⊂ P such aaa collection. May assume �Γ� = �n ,, Γ Γ = {p ,, pp�n }}.. �n n be �� ,, .. .. ..exactly Proof. Let Γ ⊂ P be such collection. May We may assume assume �Γ� = that �n Γ contains = {p points. �n Proof. Let Γ ⊂ P be such collection. We may assume that Γ contains exactly �n points. Proof. May assume �Γ� = �n , Γ = {p , . . . , p } . � �n Proof. = �n Γ = {p� , . . We . , pmay �n }. assume that Γ contains exactly �n points. Proof. May LetnΓassume ⊂ Pn be�Γ� such a ,collection. n Let qqq ∈∈∈ P be such that n Let P be such that n Let P be such that Let q ∈ P be such that n Let q ∈ P be such that n Let q F� ∈ P = be such thatF(q) = � � �⇒ Γ F� = ��� �⇒ F(q) = ��� F� = �⇒ F(q) = Γ Γ F� = �⇒ F(q) = Γ=� F� �⇒ F(q) = �� Γ F� = � �⇒ F(q) = Γ all holds for quadratic forms F ... We must show qqq ∈∈∈ Γ ... holds for all quadratic forms F We must show Γ holds for all quadratic forms F We must show Γ holds for all quadratic forms F .. We must show qq ∈∈ Γ .. holds for all quadratic forms F We must show Γ holds for all quadratic forms F . We must show q ∈ Γ. (�) If = Γ with �Γ �� �= �Γ �� �= n ,, n then Γ aa hyperplane H V(L and H V(L .. ���∪Γ ��Γ ���Γ ���Γ �� ∪H �� = �� L ��) ii spans ii = ii ) (�) IfIf Γ Γ Γ = = Γ Γ ∪Γ ∪ with with �Γ = � �Γ = = � n = then , then Γ spans Γ spans hyperplane a hyperplane H = H V(L = V(L ) and ) , H defined ∪H = by V(L a linear L ) � i i i (�) Γ = Γ ∪ Γ with �Γ � = �Γ � = n , then Γ spans a hyperplane H = V(L ) , defined by a linear �∪Γ� with � �= �Γ�� �= n , then Γi spans i i i H� ∪H� = V(L� L�). (�) If Γ = Γ �Γ � aa hyperplane H = V(L ) and � � i i (�) If Γ = Γ ∪Γ with �Γ � = �Γ � = n , then Γ spans hyperplane H = V(L ) and H ∪H =byV(L L�). So L ����by hypothesis. Hence qq� L H ∪ H . �� ∪= �H ��Γ ��Γ��L � � � i∈ i i ��ΓL ��= � � So form L L ,i ,(q) (q) and = by ∪ H hypothesis. = V(L Hence ) . So L ∈ (q) H ∪ = H � by . hypothesis. Hence q ∈ H ∪ H . (�) If Γ Γ with � = � = n , then Γ spans a hyperplane H = V(L ) , defined a linear � � � � � � � i form L and H ∪ H = V(L L ) . So L L (q) = � by hypothesis. Hence q ∈ H ∪ H . � i ∪H . i i � �by hypothesis. � � �Hence q � ∈� H � So L L (q) = � � � � � So L L (q) = � by hypothesis. Hence q ∈ H ∪ H . � = ��by hypothesis. Hence q ∈ H� ∪ H�. form� L�i , and H� ∪ H� = V(L� L�). So L� L�(q) (�) Let {p }}} ∈∈∈ Γ be aaa minimal subset of Γ with the property qqq ∈∈∈ ppp���p ... �� ,,, ... ... ... ,,, p k k (�) Let {p p Γ be minimal subset of Γ with the property �p (�) Let {p p Γ be minimal subset of Γ with the property �p k k �� , . . . , p kk } ∈ Γ be minimal with the property q ∈ p��p k . � k (�) Let {p (�) Let {p , . . . , p } ∈ Γ be minimal with the property q ∈ p �p . By (�), we find aaa subset with kkk � n ... of Γ with the property ��can � k }such k By (�), we can find such subset with � n (�) Let {p , . . . , p ∈ Γ be a minimal subset q ∈ p��p k . By (�), we can find such subset with � n k Claim: k = � ( ⇐⇒ q = p ) �) Claim: k = � ( ⇐⇒ q = p ��subset Claim: k = � ( ⇐⇒ q = p ))) By (�), we can find such a with k�� n. hypothesis, p , . . . , p , Σ span a hyperplane H that Claim: k = � ( ⇐⇒ q = p � Claim: k = � ( ⇐⇒ q = p Take Σ ⊂ Γ � {p , . . . , p } , Σ = n − k + . By � � , . . . , p k }, Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Take Σ ⊂ Γ � {p �, . . q kp},) Σ = n − k + �. By hypothesis, p� , . . . , p k , Σ span a hyperplane H that Take Σ ⊂ Γ � {p . , p Claim: k = � ( ⇐⇒ = � �� , . .the kkq kk ,points Take Σ ⊂ Γ � {p {p , , . . . . . . , , p p } } with Σ = �Σ� n − = k n + − � .kkBy + � hypothesis, ..�p By hypothesis, p . , pn Σ span{p a��hyperplane ,, .. .. .. ,, pp kk }} ∪ Σ Hspan that �,∉ does not contain p So H , since p ∈ qp . � � Take Σ ⊂ Γ � {p , . . . , p } with �Σ� = n − + � By hypothesis, the n points {p ∪ Σ span k � � � k � k does not contain p . So q ∉ H , since p ∈ qp �p . �. So q ∉ H , since p� ∈ qp��p k . does not contain p ��. ,So does aTake hyperplane not contain H that p does not H , contain since ..qp Since ppkkhypothesis, .�� ∈∈ qp ,, it that Σ ⊂ Γ � {p , . . p kq} ∉with �Σ� = np��−pp∈��kby + ��.�p Byremaining the n points {p�qq, ∉∉.that .H . ,.. pqqklies } ∪ Σon By (�), hyperplane spanned the It the aByhyperplane does not contain Since qp���p �pn it follows follows that H �that (�), q q lies lies in inHthe the hyperplane spanned by the remaining nkkpoints. points. It follows follows that lies onspan the (�), in hyperplane spanned by the remaining follows on the aBy hyperplane that does . Since p� ∈ qppp�k+� �p,,n that q ∉that H . qqq lies hyperplane by and any of the ..kpoints. .., ..it,, follows pp�n .. It The intersection of all such By (�), qq lies lies in the hyperplane spanned the remaining n points. It follows that lies on the By (�), q lies spanned inHthe the hyperplane spanned by the points remaining n points. It follows that lies on the hyperplane spanned by p p��not andcontain any n n− −p���by of the points The intersection of all such �n k+� hyperplane ppp�� and any n − ��� by of the points ppp k+� ,,,n... points. ... ... ,,, ppp�n ... It The intersection of all such hyperplanes just pp�by ,, hence q = p . � hyperplane spanned by and any n − of the points The intersection of all such By (�), q lies spanned inis spanned the remaining follows that q lies on the � �n hyperplane spanned by and any n − of the points The intersection of all such k+� hyperplanes is the justhyperplane hence q = p . � � �n k+� � � hyperplanes is ,,, hence qqq = ppp��...n − � of the points p , . . . , p�n . The intersection of all such � hyperplanes is just pp���by hence = � hyperplane p� and hyperplanesspanned is just just p hence =any � k+� � hyperplanes is just p�, hence q = p�. � Projective equivalence The group PGLn+� K = (GLn+� K)�K × I acts on Pn . Two varieties X, Y ⊂ Pn are projectively equivalent if there exists A ∈ PGLn+� K such that A ⋅ X = Y . Any two ordered sets of n + � points in general position in Pn are projectively equivalent. The group PGL� K acts on P� = A� ∪ {∞} through Möbius transformations: az + b a b � � ∈ PGL� K induces z � . c d cz + d Two sets of four points in P� are projectively equivalent if and only if they have the same crossratio, defined by (z� − z�)(z� − z�) λ(z� , z� , z� , z�) = . (z� − z�)(z� − z�) Projective equivalence Projective equivalence The group PGLn+� K = (GLn+� K)�K × I acts on Pn . Two varieties X, Y ⊂ Pn are projectively equivalent if there exists A ∈ PGLn+� K such that A ⋅ X = Y . Any two ordered sets of n + � points in general position in Pn are projectively equivalent. The group PGL� K acts on P� = A� ∪ {∞} through Möbius transformations: az + b a b � � ∈ PGL� K induces z � . c d cz + d Two sets of four points in P� are projectively equivalent if and only if they have the same crossratio, defined by (z� − z�)(z� − z�) λ(z� , z� , z� , z�) = . (z� − z�)(z� − z�) Projective equivalence Projective equivalence Projective equivalence The group PGLn+� K = (GLn+� K)�K ×× I acts on Pnn . Two varieties X, Y ⊂ Pnn are projectively The group PGLn+� K = (GLn+� K)�K I acts on P . Two varieties X, Y ⊂ P are projectively equivalent if there exists A ∈ PGLn+� K such that A ⋅ X = Y . equivalent if there exists A ∈ PGLn+� K such that A ⋅ X = Y . n Any two ordered sets of n + � points in general position in Pn are projectively equivalent. Any two ordered sets of n + � points in general position in P are projectively equivalent. The group PGL� K acts on P�� = A�� ∪ {∞} through Möbius transformations: The group PGL� K acts on P = A ∪ {∞} through Möbius transformations: a b az + b �a b � ∈ PGL� K induces z � az + b . � c d � ∈ PGL� K induces z � cz + d . c d cz + d Two sets of four points in P�� are projectively equivalent if and only if they have the same crossTwo sets of four points in P are projectively equivalent if and only if they have the same crossratio, defined by ratio, defined by (z� − z�)(z� − z�) λ(z� , z� , z� , z�) = (z� − z�)(z� − z�) . λ(z� , z� , z� , z�) = (z� − z�)(z� − z�) . (z� − z�)(z� − z�) Cross-ratio [Krishnavedala - Wikimedia Commons] The twisted cubic Let v∶ P� → P�, [X� , X�] � [X�� , X�� X� , X� X�� , X��]. The image C = v(P�) is the twisted cubic in P�. It is defined by C = V(F� , F� , F�) where F� = Z� Z� − Z�� F� = Z� Z� − Z� Z� F� = Z� Z� − Z�� . It is not defined by any two of these. For example, F� and F� define the union of C and the line {Z� = Z� = �}. Claudio Rocchini - Wikimedia Commons The twisted cubic Let v∶ P� → P�, [X� , X�] � [X�� , X�� X� , X� X�� , X��]. The image C = v(P�) is the twisted cubic in P�. It is defined by C = V(F� , F� , F�) where F� = Z� Z� − Z�� F� = Z� Z� − Z� Z� F� = Z� Z� − Z�� . It is not defined by any two of these. For example, F� and F� define the union of C and the line {Z� = Z� = �}. Claudio Rocchini - Wikimedia Commons It is not defined by any two of these. For example, F� and F� define the union of C and the line {Z� = Z� = �}. The twisted cubic Let v∶ P� → P�, [X� , X�] � [X�� , X�� X� , X� X�� , X��]. The image C = v(P�) is the twisted cubic in P�. It is defined by C = V(F� , F� , F�) where F� = Z� Z� − Z�� F� = Z� Z� − Z� Z� F� = Z� Z� − Z�� . It is not defined by any two of these. For example, F� and F� define the union of C and the line {Z� = Z� = �}. It is not defined by any two of these. Exercise (1.11. in [Ha]) For example, F� and F� define the union of C and the line {Z� = Z� = �}. Claudio Rocchini - Wikimedia Commons Corollary �.�. If L is any secant line of C (i.e. L = pq with p, q ∈ C ), there exist µ, ν with Q µ ∩ Qν = C ∪ L. Proof. For any r ∈ pq, r ≠ p, r ≠ q, the space �Fλ ∶ Fλ (r) = �� is �-dimensional. Let F µ , Fν be a basis. Since F µ , Fν vanish at the three points p, q, r on L, we have L ⊂ V(F µ , Fν ), hence Q µ ∩ Qν = V(Fµ , Fν ) = C ∪ L by the exercise above. � Corollary Corollary �.�. �.�. If If L L is is any any secant secant line line of of C C (i.e. (i.e. L L= = pq pq with with p, p, qq ∈∈ C C ),), there there exist exist µ, µ, νν with with Q Qµ ∩ ∩Q Qν = =C C∪ ∪ L. L. µ ν Proof. Proof. For For any any rr ∈∈ pq pq,, rr ≠ ≠ pp,, rr ≠ ≠ qq,, the the space space �F �Fλ ∶∶ F Fλ (r) (r) = = �� �� λ λ is is ��-dimensional. -dimensional. Let Let F Fµµ ,, F Fνν be be aa basis. basis. Since Since F Fµµ ,, F Fνν vanish vanish at at the the three three points points p, p, q, q, rr on on L L,, we we have have L L⊂ ⊂ V(F V(Fµµ ,, F Fνν )),, hence hence Q Q µµ ∩ ∩Q Qνν = = V(F V(Fµµ ,, F Fνν )) = =C C∪ ∪L L by by the the exercise exercise above. above. � � The rational normal curve The rational normal curve The rational normal curve in Pd is the Veronese embedding of P� of degree d . It is the image of the map vd ∶ P� → Pd , [X� , X�] � [X�d , X�d−� X� , . . . , X� X�d−� , X�d ]. Any d + � points on a rational normal curve are linearly independent. For given distinct points p� , . . . , pd ∈ P�, we may assume p i ≠ [�, �] for all i , say p i = [Yi , �]. The matrix � d d−� d−� � � Y� Y� Y� ⋅ Y� � � � d d−� � � Y Y � ⋅ ⋅ ⋅ � � � � � �� ⋅ ⋅ ⋅ ⋅ ⋅ ⋅ �� � � � ⋅ � ⋅ ⋅ ⋅ ⋅ � � � � Yd ⋅ ⋅ ⋅ Yd � �� � d � � is a Vandermonde matrix with determinant ∏ i< j(Yi − Y j) ≠ �, showing that vd (p�), . . . , vd (pd ) are independent. Any curve projectively equivalent to the rational normal curve is also a rational normal curve. In particular, if H� , . . . , Hd is any basis of K[X� , X�]d , then vd ∶ [X� , X�] � [H�(X� , X�), . . . , Hd (X� , X�)] is a rational normal curve. The The rational rational normal normal curve curve The rational normal curve The rational normal curve in Pdd is the Veronese embedding of P�� of degree d . It is the image The rational normal curve in P is the Veronese embedding of P of degree d . It is the image of the map of the map d−� , X d ]. vd ∶ P�� → Pdd , [X� , X�] � [X�dd , X�d−� X , . . . , X X � � vd ∶ P → P , [X� , X�] � [X� , X�d−� X� , . . . , X� X��d−� , X��d ]. Any d + � points on a rational normal curve are linearly independent. For given distinct points Any d + � points on a rational normal curve are linearly independent. For given distinct points p� , . . . , pd ∈ P��, we may assume p i ≠ [�, �] for all i , say p i = [Yi , �]. The matrix p� , . . . , pd ∈ P , we may assume p i ≠ [�, �] for all i , say p i = [Yi , �]. The matrix � d d−� d−� � � Y�d Y�d−� Y�d−� ⋅ Y� � � � Z d Z d−� Z � ⋅ Z � � � Y� Y� � �⋅ ⋅ ⋅ � � Z�d Z�d−� ⋅ ⋅ ⋅ � �� �� ⋅� �⋅ ⋅ ⋅ ⋅ ⋅ � � ⋅ ⋅ ⋅ ⋅ ⋅ ⋅ �� � ⋅ ⋅ ⋅ ⋅ ⋅ � � � ⋅ ⋅ ⋅ ⋅ � � �� Y d ⋅⋅ ⋅ ⋅ Yd � �� � Zdd ⋅ ⋅ ⋅ Zd � � d � is a Vandermonde matrix with determinant ∏ i< j(Yi − Y j) ≠ �, showing that vd (p�), . . . , vd (pd ) is a Vandermonde matrix with determinant ∏ i< j(Z i − Z j) ≠ �, showing that vd (p�), . . . , vd (pd ) are independent. are independent. Any curve projectively equivalent to the rational normal curve is also a rational normal curve. Any curve projectively equivalent to the rational normal curve is also a rational normal curve. In particular, if H� , . . . , Hd is any basis of K[X� , X�]d , then In particular, if H� , . . . , Hd is any basis of K[X� , X�]d , then vd ∶ [X� , X�] � [H�(X� , X�), . . . , Hd (X� , X�)] vd ∶ [X� , X�] � [H�(X� , X�), . . . , Hd (X� , X�)] is a rational normal curve. is a rational normal curve. Theorem �.�. Through any d + � points in general position in Pd , there passes a unique rational normal curve. Construction. Let µ� , . . . , µd , ν� , . . . , νd ∈ K × and consider d G = �(µ i X� − ν i X�) ∈ K[X� , X�]d+� i=� G Hi = , µ i X� − ν i X� i = �, . . . , d. Then H� , . . . , Hd are a basis of K[X� , X�]d . For if ∑di=� a i H i = � is any linear relation, evaluation at [µ i , ν i ] gives a i = �. Thus vd ∶ [X� , X�] � [H�(X� , X�), . . . , Hd (X� , X�)] is a rational normal curve. We find vd ([µ� , ν�]) = [�, �, . . . , �], . . . , vd ([µd , νd ]) = [�, . . . , �, �] µ��µd µ��µd vd ([�, �]) = � ,..., � = [µ�−� , . . . , µd−�] and vd ([�, �]) = [ν�−� , . . . , νd−�]. µ� µd So let p� , . . . , pd+� be any d + � points in general position Pd . We can assume p i = [e i ] for i = �, . . . , d by projective equivalence. Then pd+� and pd+� have non-zero coordinates. We can choose [µ� , ν�], . . . , [µd , νd ] ∈ P� such that vd [�, �] = pd+� and vd [�, �] = pd+�. Uniqueness is left as an exercise. � d , there passes a unique rational Theorem �.�. Through any d + � points in general position in P Theorem �.�. Through any d + � points in general position in Pd , there passes a unique rational normal normal curve. curve. × with [µ , ν ] ≠ [µ , ν ] for all i ≠ j and consider Construction. Let µ , . . . , µ , ν , . . . , ν ∈ K � � i i j j Construction. Let µ� , . . . , µdd , ν� , . . . , νdd ∈ K × and consider d d G G = = � (µ ii X X�� − − νν ii X X��)) ∈∈ K[X K[X�� ,, X X��]]d+� �(µ d+� i=� i=� G G H = i H i = µ X − ν X ,, µ i X� − ν i X� i � i � ii = = �, �, .. .. .. ,, d. d. d Then H , . . . , H are a basis of K[X , X ] . For if aa i H �� is any linear relation, evaluation ∑ ii = Then H�� , . . . , Hdd are a basis of K[X�� , X��]dd . For if ∑di=� H = is any linear relation, evaluation i i=� at at [µ [µ ii ,, νν ii ]] gives gives a a ii = = ��.. Thus Thus vvd ∶∶ [X [H .. .. .. ,, H (X �� ,, X ��]] � ��(X �� ,, X ��), �� ,, X ��)] d [X X � [H (X X ), H (X X )] d d is is aa rational rational normal normal curve. curve. We We find find vvd ([µ = [�, �, .. .. .. ,, �], .. .. .. ,, vvd ([µ ,, ννd ]) = [�, .. .. .. ,, �, �] �� ,, ν ��]) d ([µ ν ]) = [�, �, �], ([µ ]) = [�, �, �] d d d d µ µ ��µ ��µ d d −�] and v ([�, �]) = [ν −� , . . . , ν −�]. µ �µ µ � d , . . . , ��µ d � = [µ�−� vvd ([�, �]) = � , . . . , µ −� −�] and v d ([�, �]) = [ν�−� , . . . , ν d −�]. d ([�, �]) = � , . . . , � = [µ , . . . , µ d d µ µ � � d d µ�� µdd d. So let p , . . . , p be any d + � points in general position in P d � So let p� , . . . , pd+� d+� be any d + � points in general position P . We Then ppd+� and ppd+� have We can can assume assume p p ii = = [e [e ii ]] for for ii = = �, �, .. .. .. ,, d d by by projective projective equivalence. equivalence. Then and d+� d+� have � non-zero and non-zero coordinates. coordinates. We We can can choose choose [µ [µ�� ,, νν��], ], .. .. .. ,, [µ [µdd ,, ννdd ]] ∈∈ P P� such such that that vvdd [�, [�, �] �] = = ppd+� d+� and vvd [�, � [�, �] �] = = ppd+�.. Uniqueness Uniqueness is is left left as as an an exercise. exercise. � d d+� d , there passes a unique rational Theorem �.�. Through any d + � points in general position in P Theorem �.�. Through any d + � points in general position in Pdd , there passes a unique rational normal normal curve. curve. × with [µ , ν ] ≠ [µ , ν ] for all i ≠ j and consider Construction. Let µ , . . . , µ , ν , . . . , ν ∈ K � � i i j j Construction. Let µ� , . . . , µdd , ν� , . . . , νdd ∈ K ×× and consider d d G G = = � (µ ii X X�� − − νν ii X X��)) ∈∈ K[X K[X�� ,, X X��]]d+� �(µ d+� i=� i=� G G H = i H i = µ i X� − ν i X� ,, ii = = �, �, .. .. .. ,, d. d. µ X −ν X i � i � d d ai Hi = � Then H , . . . , H are a basis of K[X , X ] . For if is any linear relation, evaluation ∑ � Then H�� , . . . , Hdd are a basis of K[X�� , X��]dd . For if ∑ i=� a H = is any linear relation, evaluation i i i=� at at [µ [µ ii ,, νν ii ]] gives gives a a ii = = ��.. Thus Thus vvd ∶∶ [X [H .. .. .. ,, H �� ,, X ��]] � ��(X �� ,, X ��), �� ,, X ��)] d (X [X X � [H (X X ), H (X X )] d d is is aa rational rational normal normal curve. curve. We We find find vvd ([µ = [�, �, .. .. .. ,, �], .. .. .. ,, vvd ([µ ,, ννd ]) = [�, .. .. .. ,, �, �] � ,, ν �]) d ([µ ν ]) = [�, �, �], ([µ ]) = [�, �, �] � � d d d d µ µ ��µ ��µ d d −�] and v ([�, �]) = [ν −� , . . . , ν −�]. µ �µ µ � d , . . . , ��µ d � = [µ�−� vvd ([�, �]) = � , . . . , µ −� −�] and v d ([�, �]) = [ν�−� , . . . , ν d −�]. d ([�, �]) = � , . . . , � = [µ , . . . , µ d d µ µ � � d d µ�� µdd d. So let p , . . . , p be any d + � points in general position in P d � So let p� , . . . , pd+� d+� be any d + � points in general position P . We Then ppd+� and ppd+� have We can can assume assume p p ii = = [e [e ii ]] for for ii = = �, �, .. .. .. ,, d d by by projective projective equivalence. equivalence. Then and d+� d+� have � non-zero and non-zero coordinates. coordinates. We We can can choose choose [µ [µ�� ,, νν��], ], .. .. .. ,, [µ [µdd ,, ννdd ]] ∈∈ P P� such such that that vvdd [�, [�, �] �] = = ppd+� d+� and vvd [�, � [�, �] �] = = ppd+�.. Uniqueness Uniqueness is is left left as as an an exercise. exercise. � d d+� d , there passes a unique rational Theorem �.�. Through any d + � points in general position in P d d Theorem �.�. Through any d + � points in general position in P passes a unique rational d ,, there Theorem �.�. Through any d + � points in general position in P there passes a unique rational normal curve. normal normal curve. curve. × with [µ , ν ] ≠ [µ , ν ] for all i ≠ j and consider Construction. Let µ , . . . , µ , ν , . . . , ν ∈ K � � i i j j d , ν� , . . . , ν d ∈ K × × Construction. Let µ , . . . , µ and consider × � Construction. Let µ� , . . . , µdd , ν� , . . . , νdd ∈ K and consider (µ νν ii X ∈∈ K[X � �� − ��) �� ,, X ��]]d+� ii X (µ X − X ) K[X X � d+� � i=�(µ i X� − ν i X�) ∈ K[X� , X�]d+� i=� i=� G G H = i H ii = µ i X� − ν i X� ,, ii = = �, �, .. .. .. ,, d. d. µ µ ii X X�� − − νν ii X X�� d d Then H , . . . , H are a basis of K[X , X ] . For if �� is any linear relation, evaluation ∑ ii H ii = di=� a Then H��� , . . . , Hddd are a basis of K[X��� , X���]ddd . For if ∑ a H = is any linear relation, evaluation ∑i=� i i i=� at [µ aa i = ��.. ii ,, ν ii ]] gives at [µ ν gives = i at [µ i , ν i ] gives a i = �. Thus Thus vvd ∶∶ [X [H .. .. .. ,, H (X �� ,, X ��]] � ��(X �� ,, X ��), �� ,, X ��)] d [X X � [H (X X ), H (X X vdd ∶ [X� , X�] � [H�(X� , X�), . . . , Hdd (X� , X�)] )] is is aa rational rational normal normal curve. curve. We We find find vvd ([µ = [�, �, .. .. .. ,, �], .. .. .. ,, vvd ([µ ,, ννd ]) = [�, .. .. .. ,, �, �] � ,, ν �]) d ([µ ν ]) = [�, �, �], ([µ ]) = [�, �, �] �� �� d d d d d d d d µ µ ��µ ��µ d d −� , . . . , µ −�] and v ([�, �]) = [ν −� , . . . , ν −�]. µ �µ µ �µ �� � d d vvd ([�, �]) = � , . . . , � = [µ −� −� � d � = [µ�−� d, . . . , −� , . . . , µ d −�] and v d ([�, �]) = [ν�−� −� , . . . , ν d −�]. ([�, �]) = � d d µ µ � � d d d d � � d d µ µ µ��� µddd d. So let p , . . . , p be any d + � points in general position in P d � d. So let p�� , . . . , pd+� be any d + � points in general position P . in P d+� d+� We can assume Then ppd+� and ppd+� have We can assume p p iii = = [e [e iii ]] for for ii = = �, �, .. .. .. ,, d d by by projective projective equivalence. equivalence. Then and have d+� d+� d+� d+� � non-zero and non-zero coordinates. coordinates. We We can can choose choose [µ [µ��� ,, νν���], ], .. .. .. ,, [µ [µddd ,, ννddd ]] ∈∈ P P�� such such that that vvddd [�, [�, �] �] = = ppd+� and d+� d+� vvd [�, �] = ppd+�.. Uniqueness is left as an exercise. � [�, �] = Uniqueness is left as an exercise. � d d+� d d+� G G G = = = d d d