Free module Created 2026-09-24 Updated 2026-10-14
A free module is a module with a basis of a module : every element has exactly one expression with and only finitely many nonzero. Equivalently, the coefficient map is a module isomorphism. Existence means generation; uniqueness means linear independence in a module. For finite of size , this says , a finite free module. See Neil Strickland's Rings, Modules and Linear Algebra, section 11.
The integer lattice in the opening diagram is a free module over with basis of a module , . For example, , and comparing the two coordinates makes the coefficients unique. A different basis of a module is , , because ; in particular .
By contrast, and are linearly independent in a module, but generate only the submodule . They miss because has no integer solution. They would form a basis over the rational numbers. Even generation need not let one extract a basis of a module: the elements generate , since , but neither singleton generates it, and is a nontrivial linear relation between them. These are concrete failures of the usual vector space argument that divides by any nonzero coefficient.
The cyclic module has no basis of a module over : every element has the nontrivial relation , so no nonempty subset is linearly independent in a module, while the empty subset cannot generate this nonzero module. Specifying the scalar ring is essential: over , the same additive object is a free module with the one-element basis of a module , since each coefficient is itself a unique class in .
Homothetic copy of a finite configuration 2026-10-14
A translation and positive uniform scaling of a finite configuration in a real vector space. It preserves the ratios and directions of differences between its points. In an integer lattice, the Gallai theorem for an integer lattice guarantees a monochromatic homothetic copy of every finite pattern in any finite colouring, with positive integer scaling factor.
Integer determinant and sublattice index 2026-10-14
For a square integer matrix with nonzero determinant, the image is a subgroup of the integer lattice. Its index of a subgroup isIn particular, gives all points with even first coordinate. The quotient has two cosets, represented by and , and the fundamental cell has area two. A determinant of two therefore counts how much integer information is missing from the image.
The integrality hypothesis is essential. The rational matrix has determinant one but sends to . Its generated Euclidean lattice has the same covolume as without being the same integer lattice. The unimodular matrix criterion combines an arithmetic condition with a geometric one.
A short proof of the index formula uses Smith normal form. Write , with unimodular matrices and positive integers . They preserve the relevant integer structure, so the quotient has the same size as , namely . No assumption that the matrix is orthogonal or its basis vectors are short is needed.
Past exam of the mathematics course of the University of Cambridge 2002 ia Paper 1 5B b Solution Created 2026-09-24 Updated 2026-09-24
Ring of integers of Q of square root two 2026-09-29
Sum map from words to homothetic copies 2026-10-14
For a finite pattern in a real vector space, pull a finite colouring back to words through the displayed sum map. A combinatorial line with active coordinates J maps to . The Hales-Jewett theorem therefore forces a monochromatic homothetic copy. Integer patterns remain in the integer lattice; choosing b sufficiently large gives the positive-lattice version.
Unimodular matrix Created 2026-09-24 Updated 2026-10-14
A unimodular matrix is a square integer matrix whose determinant is or . The decisive property is that its inverse matrix also has integer entries: multiplication by gives a bijection of the integer lattice onto itself. Thus an invertible linear map can preserve not only real coordinates but the requirement that every coordinate is an integer. These matrices form the integral general linear group.[ref]
Lecture 1: Introduction. §7, Definition 11 and Lemma 12, printed p. 9: determinant and integer-inverse characterization
For an original two-dimensional example, takeIts determinant is one, and it maps to . Conversely, the integer point comes from . For instance, has new coordinates relative to the columns and . No integer point disappears, although the basis vectors and their fundamental cell change shape.
Two lattice bases generate exactly the same integer points
. Original drawings of the standard basis and the columns of . Both displayed cells have area one. The point has coordinates in the standard basis and in the sheared basis. Details.This is useful whenever coordinates must remain integral. A unimodular change of lattice basis can give a shorter or more convenient description without changing the objects represented. Smith normal form and Hermite normal form use controlled integer operations to simplify integer matrices; ordinary Gaussian elimination may divide by numbers that destroy integrality. The geometric freedom is substantial: a sheared basis may look completely different while describing exactly the same infinite set of integer points.
A determinant of is allowed too. Swapping two basis columns reverses orientation while preserving the integer lattice. The condition is therefore preservation of the complete integer structure, rather than a requirement to preserve orientation.

