Math 2.0

Concept · Ordinary differential equations

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.

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Concept · Mathematical logic and foundations

Equivalence relation

An equivalence relation is a relation that behaves like equality: it is reflexive, symmetric and transitive.

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Concept · Linear and multilinear algebra; matrix theory

Linear span

The linear span of a set of vectors is the set of all linear combinations of the vectors. It is the smallest subspace that contains the set.

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Concept · General and overarching topics

Proof by contrapositive

Sometimes the negation of the conclusion gives you more to work with. "If n2n^2 is even, then nn is even" is hard to start. "If nn is odd, then n2n^2 is odd" is easy, and it says the same thing.

Builds on Contrapositive, Direct proof

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Proposition · Linear and multilinear algebra; matrix theory

Trace is a coefficient of the characteristic polynomial

The characteristic polynomial contains the trace as its second coefficient, with a minus sign. For a 2×22 \times 2 matrix, the full polynomial is t2−(trace) t+determinantt^2 - (\text{trace})\,t + \text{determinant}. So the trace and the determinant are part of the information of the characteristic polynomial.

Builds on Characteristic polynomial, Trace of a matrix

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Concept · Real functions

Jump discontinuity

A jump discontinuity is a point where both one-sided limits of a function exist but are different. The graph jumps from one height to another there. The node jump discontinuity gives the precise definition.

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Concept · Functional analysis

Norm

A norm on a real or complex vector space is a function that gives each vector a length. It satisfies the triangle inequality and absolute homogeneity, and only the zero vector has length zero.

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Concept · General and overarching topics

Mathematical proof

A proof is a chain of small steps, and each step is certainly correct. It starts from things that you accept or already know, and it ends at the statement. After a correct proof, the statement is true in every case, not only in the cases that you tested.

Builds on Modus ponens

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