Math 2.0

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27 October 2026

Markov chain

A Markov chain is a random process in which the next state depends only on the present state, and not on the earlier history. The node Markov chain gives the precise definition in discrete time with a countable state space.

Entire function

An entire function is a function that is holomorphic on the whole complex plane, see the definition. Polynomials and the exponential function are entire.

Rotation

A rotation is a motion of a Euclidean space that keeps at least one point fixed and keeps the orientation. In the plane, a rotation turns each point about a centre through the same angle.

Order on the natural numbers

The order on the natural numbers is the relation ≤\le on ℕ\mathbb{N}. Here a≤ba \le b means that aa comes at or before bb when we count. It is a total order, and 00 is its least element.

Euclidean isometry

A Euclidean isometry is a map of a Euclidean space to itself that keeps the distance between each two points. Translations, rotations and reflections are examples. The Euclidean isometries of ℝn\mathbb{R}^n form the Euclidean group.

Homogeneous linear equation

A homogeneous linear equation is a linear differential equation Ly=0L y = 0 with right side zero. Its solutions form a vector space whose dimension is the order of the equation. See the definition.

Stationary distribution

A stationary distribution of a Markov chain is a distribution of the state that does not change in one step of the chain. The node stationary distribution gives the precise definition.

Line

A line is a straight figure of dimension one that extends without end in both directions. In a Euclidean space, through each two distinct points there is exactly one line.

Holomorphic function

A holomorphic function is a complex function that is complex differentiable at each point of an open subset of ℂ\mathbb{C}, see the definition. Holomorphic functions are the main objects of complex analysis. They are infinitely differentiable and they are equal to their Taylor series near each point.

Asymptotic stability

An equilibrium point is asymptotically stable if it is Lyapunov stable and nearby solutions converge to it as time tends to infinity. See the definition.

Ordered field

An ordered field is a field with a total order that is compatible with addition and with multiplication by positive elements. The rational numbers and the real numbers are ordered fields.

Bernoulli trial

A Bernoulli trial is a random experiment with exactly two possible outcomes, called success and failure. The probability pp of success is the same each time the trial is repeated, and the failure has probability q=1−pq = 1 - p. A sequence of Bernoulli trials usually means independent repetitions of one trial. The number of successes in nn such trials has the binomial distribution.

Builds on Random experiment

Exact equation

An exact equation is a first-order equation M dx+N dy=0M\, dx + N\, dy = 0 whose left side is the total differential of a function ψ(x,y)\psi(x, y). Its solutions lie on the level curves ψ(x,y)=C\psi(x, y) = C. See the definition.

Convergence in probability

A sequence of random variables converges in probability when, for each tolerance, the probability of a deviation larger than this tolerance tends to 00. The node convergence in probability gives the precise definition.

Linear differential equation of order n

A linear differential equation is an equation in which the unknown function and its derivatives occur linearly, with coefficients that are functions of the variable. Its solutions are a particular solution plus the solutions of the associated homogeneous equation, which form a vector space. See the definition.

Partial order

A partial order is a relation that is reflexive, antisymmetric and transitive. A set with a partial order is a partially ordered set, or poset.

Supremum

The supremum of a set is its least upper bound. It is an upper bound of the set that is less than or equal to every other upper bound. A set can have a supremum that is not an element of the set.

Homogeneous first-order equation

A homogeneous first-order equation is an equation y′=F(y/x)y' = F(y/x), in which the slope depends only on the ratio y/xy/x. The substitution y=xvy = x v changes it into a separable equation. See the definition.

Orthonormal family

An orthonormal family is a family of unit vectors that are pairwise orthogonal.

Möbius transformation

A Möbius transformation is a map z↦az+bcz+dz \mapsto \frac{az + b}{cz + d} of the Riemann sphere to itself, with ad−bc≠0ad - bc \neq 0, see the definition. These maps are bijective and holomorphic, they preserve angles, and they map circles and lines to circles and lines.

Convergence in distribution

A sequence of random variables converges in distribution when their cumulative distribution functions converge to a limit at each point where the limit is continuous. The node convergence in distribution gives the precise definition.

Linear equation with constant coefficients

A linear equation with constant coefficients is a linear differential equation y(n)+an−1y(n−1)+⋯+a0y=b(x)y^{(n)} + a_{n-1} y^{(n-1)} + \dots + a_0 y = b(x) with real constants a0,…,an−1a_0, \dots, a_{n-1}. The roots of its characteristic polynomial give all solutions of the homogeneous equation. See the definition.

Tangent line to a circle

A tangent line to a circle is a line that meets the circle in exactly one point, the point of tangency. It does not enter the inside of the circle, and it is perpendicular to the radius at the point of tangency.

Bernoulli equation

A Bernoulli equation is a first-order equation y′+P(x)y=Q(x)yny' + P(x) y = Q(x) y^n. The substitution v=y1−nv = y^{1-n} changes it into a linear equation. See the definition.

Euclidean algorithm

The Euclidean algorithm computes the greatest common divisor of two natural numbers aa and bb. It uses two rules: gcd⁡(a,0)=a\gcd(a, 0) = a, and gcd⁡(a,b)=gcd⁡(b,a mod b)\gcd(a, b) = \gcd(b, a \bmod b) when b≠0b \neq 0. It applies the second rule until the second number is 00. Then the first number is the result. The algorithm stops, because the second number gets smaller at each step.

Plane

A plane is a flat surface of dimension two that extends without end. It is the two-dimensional analogue of a point, which has dimension zero, and of a line, which has dimension one.

Ellipse

An ellipse is a closed plane curve with two foci. For each point of the curve, the sum of the distances to the two foci is the same constant. A circle is the special case of an ellipse where the two foci are the same point.

Riccati equation

A Riccati equation is a first-order equation y′=q0(x)+q1(x)y+q2(x)y2y' = q_0(x) + q_1(x) y + q_2(x) y^2, with a right side quadratic in yy. It can be changed into a second-order linear equation. See the definition.

Hyperbola

A hyperbola is a plane curve with two foci. For each point of the curve, the difference of the distances to the two foci has the same absolute value. It has two branches that are mirror images of each other.

Greatest element

The greatest element of a subset of a partially ordered set is an element of the subset that is above every element of the subset.

Alternating group

The alternating group AnA_n is the group of the even permutations of nn symbols. It is a normal subgroup of index 22 in SnS_n for n≥2n \geq 2.

Homothety

A homothety is a transformation that scales the space by a fixed factor from a fixed point, its centre. It sends each figure to a figure of the same shape.

Path

A path in a graph is a walk that visits each vertex at most once. Paths measure distance and connectivity in graphs. The node path gives the precise definition.

Greedy colouring

Greedy colouring is a simple method that makes a colouring of a finite graph. Put the vertices in an order v1,v2,…,vnv_1, v_2, \dots, v_n, and use the colours 1,2,3,…1, 2, 3, \dots. For i=1,…,ni = 1, \dots, n, give viv_i the smallest colour that no earlier neighbour of viv_i has.

Eulerian trail

An Eulerian trail is a trail that uses every edge of a graph exactly once. The question of which graphs have one is the origin of graph theory. The node Eulerian trail gives the precise definition.