UPMSP Intermediate Mathematics study materials
UPMSP Intermediate Mathematics study resources

UPMSP Intermediate Mathematics key terms

UPMSP Intermediate Mathematics · Get comfortable with the vocabulary.

Relation

A set of ordered pairs linking elements of one set to elements of another, or of a set to itself; the first elements form the domain and the second elements form the range.

Related: Function, Equivalence Relation
Function

A relation in which every element of the domain is paired with exactly one element of the codomain, so no input has two different outputs.

Related: One-One Function, Onto Function
One-One Function (Injective)

A function where different inputs always give different outputs, that is, f(x1) = f(x2) forces x1 = x2.

Related: Onto Function, Inverse Function
Onto Function (Surjective)

A function whose range equals its codomain, meaning every element of the codomain is the image of at least one element of the domain.

Related: One-One Function (Injective), Bijective Function
Bijective Function

A function that is both one-one and onto; such functions are exactly the ones that possess an inverse function.

Related: Inverse Function, Onto Function (Surjective)
Inverse Function

The function f⁻¹ that reverses f, defined only when f is bijective, so that f⁻¹(y) = x whenever f(x) = y.

Related: Bijective Function, Principal Value
Equivalence Relation

A relation that is reflexive, symmetric and transitive; it splits the set into disjoint classes whose members are mutually related.

Related: Relation, Binary Operation
Binary Operation

A rule that combines any two elements of a set to produce another element of the same set, such as addition on integers.

Related: Equivalence Relation, Identity Element
Principal Value

The unique value chosen for an inverse trigonometric function within its restricted range, for example sin⁻¹x lies between −π/2 and π/2.

Related: Inverse Function, Domain Restriction
Domain Restriction

Limiting a trigonometric function to an interval where it is one-one, which makes its inverse well defined and single-valued.

Related: Principal Value, One-One Function (Injective)
Determinant

A scalar computed from a square matrix that measures whether the matrix is invertible; a zero determinant means no inverse exists.

Related: Minor and Cofactor, Adjoint Matrix
Minor and Cofactor

The minor of an entry is the determinant left after deleting its row and column; the cofactor is that minor multiplied by (−1) raised to the row plus column index.

Related: Determinant, Adjoint Matrix
Adjoint Matrix

The transpose of the cofactor matrix; multiplying a matrix by its adjoint gives the determinant times the identity matrix.

Related: Minor and Cofactor, Singular Matrix
Singular Matrix

A square matrix whose determinant is zero, so it has no multiplicative inverse and its rows or columns are linearly dependent.

Related: Determinant, Adjoint Matrix
Symmetric and Skew-Symmetric Matrix

A symmetric matrix equals its transpose; a skew-symmetric matrix equals the negative of its transpose, so all its diagonal entries are zero.

Related: Transpose of a Matrix, Determinant
Transpose of a Matrix

The matrix obtained by interchanging rows and columns; the transpose of a product reverses the order of the factors.

Related: Symmetric and Skew-Symmetric Matrix, Determinant
Continuity

A function is continuous at a point when its limit there equals its value there; informally, the graph has no break or jump at that point.

Related: Differentiability, Limit
Differentiability

A function is differentiable at a point when its derivative exists there; differentiability implies continuity, but continuity does not imply differentiability.

Related: Continuity, Derivative
Derivative

The instantaneous rate of change of a function with respect to its variable, defined as the limit of the difference quotient.

Related: Differentiability, Chain Rule
Chain Rule

A rule for differentiating a composite function: the derivative of f(g(x)) is f′(g(x)) multiplied by g′(x).

Related: Derivative, Implicit Differentiation
Implicit Differentiation

A technique for finding dy/dx when the relation between x and y is not solved for y, by differentiating both sides and treating y as a function of x.

Related: Chain Rule, Derivative
Rolle's Theorem

If a function is continuous on a closed interval, differentiable inside it, and equal at both endpoints, then its derivative vanishes somewhere inside the interval.

Related: Mean Value Theorem, Critical Point
Mean Value Theorem

If a function is continuous on a closed interval and differentiable inside, some interior point has derivative equal to the average rate of change over the whole interval.

Related: Rolle's Theorem, Derivative
Critical Point

An interior point where the derivative is zero or does not exist; local maxima and minima can occur only at such points or at endpoints.

Related: First Derivative Test, Rolle's Theorem
First Derivative Test

Classifying a critical point by the sign change of the derivative: positive to negative gives a maximum, negative to positive gives a minimum.

Related: Critical Point, Concavity
Concavity

The way a curve bends, determined by the sign of the second derivative: positive means concave up, negative means concave down.

Related: Point of Inflection, First Derivative Test
Point of Inflection

A point where the curve changes concavity, typically where the second derivative changes sign.

Related: Concavity, Critical Point
Indefinite Integral

The family of all antiderivatives of a function, written with an arbitrary constant of integration because derivatives of constants are zero.

Related: Definite Integral, Integration by Parts
Definite Integral

The limit of a sum of areas over a partition of an interval; it gives a signed area and is evaluated using the fundamental theorem of calculus.

Related: Indefinite Integral, Area Under a Curve
Integration by Parts

A technique derived from the product rule: the integral of u dv equals uv minus the integral of v du, useful for products of unlike functions.

Related: Indefinite Integral, Partial Fractions
Partial Fractions

Breaking a rational function into a sum of simpler fractions so that each piece can be integrated using standard formulas.

Related: Integration by Parts, Indefinite Integral
Area Under a Curve

The region bounded by a curve, the x-axis and two vertical lines, found by integrating the function between the limits; regions below the axis count as negative.

Related: Definite Integral, Order of a Differential Equation
Order of a Differential Equation

The order of the highest derivative appearing in the equation; degree is the power of that highest derivative after the equation is made polynomial in derivatives.

Related: General Solution, Integrating Factor
General Solution

A solution of a differential equation containing as many arbitrary constants as the order of the equation, representing a whole family of curves.

Related: Order of a Differential Equation, Particular Solution
Particular Solution

A single solution obtained from the general solution by fixing the arbitrary constants using given initial conditions.

Related: General Solution, Integrating Factor
Integrating Factor

A multiplier, usually a function of x, that turns a non-exact first-order linear differential equation into one whose left side is the derivative of a product.

Related: General Solution, Particular Solution
Scalar Triple Product

The dot product of one vector with the cross product of the other two; its absolute value gives the volume of the parallelepiped they span.

Related: Cross Product, Direction Cosines
Cross Product

A vector perpendicular to two given vectors, with magnitude equal to the area of the parallelogram they span and direction fixed by the right-hand rule.

Related: Scalar Triple Product, Direction Cosines
Direction Cosines

The cosines of the angles a line makes with the positive coordinate axes; their squares sum to one.

Related: Cross Product, Skew Lines
Skew Lines

Two lines in space that are neither parallel nor intersecting; the shortest distance between them is measured along their common perpendicular.

Related: Direction Cosines, Scalar Triple Product
Feasible Region

The set of points satisfying all constraints of a linear programming problem simultaneously, usually a convex polygon in the first quadrant.

Related: Objective Function, Corner Point Method
Objective Function

The linear expression, in profit or cost, that a linear programming problem seeks to maximise or minimise subject to the given constraints.

Related: Feasible Region, Corner Point Method
Corner Point Method

Solving a linear programming problem by evaluating the objective function at each vertex of the feasible region and choosing the best value.

Related: Feasible Region, Objective Function
Conditional Probability

The probability of event A given that event B has occurred, written P(A|B) and equal to P(A ∩ B) divided by P(B).

Related: Independent Events, Bayes' Theorem
Independent Events

Events whose joint probability equals the product of their individual probabilities, so knowing one occurred does not change the chance of the other.

Related: Conditional Probability, Bayes' Theorem
Bayes' Theorem

A formula that reverses a conditional probability, updating the probability of a cause given observed evidence using prior probabilities.

Related: Conditional Probability, Independent Events
Binomial Distribution

The probability distribution of the number of successes in n independent trials with constant success probability p, given by nCr p^r q^(n−r).

Related: Independent Events, Random Variable
Random Variable

A real-valued function defined on the sample space of an experiment, assigning a number to each outcome.

Related: Binomial Distribution, Conditional Probability
Slope of a Line

The tangent of the angle a line makes with the positive x-axis, equal to the change in y divided by the change in x between two points.

Related: Eccentricity, Latus Rectum
Eccentricity

A number describing how far a conic departs from a circle: zero for a circle, below one for an ellipse, one for a parabola, above one for a hyperbola.

Related: Latus Rectum, Slope of a Line
Latus Rectum

The chord of a conic through its focus perpendicular to the axis of symmetry; its length is 4a for a parabola and 2b²/a for an ellipse or hyperbola.

Related: Eccentricity, Slope of a Line
Permutation and Combination

A permutation counts ordered arrangements of chosen items, while a combination counts unordered selections; the combination count equals the permutation count divided by r factorial.

Related: Binomial Distribution, Binomial Theorem
Binomial Theorem

A formula expanding (a + b)^n as a sum of terms nCr a^(n−r) b^r, with the general term useful for finding a specific coefficient.

Related: Permutation and Combination, Determinant
Limit

The value a function approaches as its input approaches a point, whether or not the function is defined at that point.

Related: Continuity, Derivative