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.
Concept · Ordinary differential equations
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.
Concept · Mathematical logic and foundations
An equivalence relation is a relation that behaves like equality: it is reflexive, symmetric and transitive.
Concept · Mathematical logic and foundations
Multiplication of natural numbers is the operation that sends two natural numbers and to their product . The product is the sum of copies of .
Concept · Linear and multilinear algebra; matrix theory
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.
Theorem · Real functions
The integral of a sum is the sum of the integrals. Constant factors can move out of the integral.
Builds on Definite integral, Riemann sum
Proposition · Order, lattices, ordered algebraic structures
The complement of an or is the and of the complements, and the complement of an and is the or of the complements. Not (rain or snow) means no rain and no snow.
Builds on Boolean algebra
Concept · General and overarching topics
Sometimes the negation of the conclusion gives you more to work with. "If is even, then is even" is hard to start. "If is odd, then is odd" is easy, and it says the same thing.
Builds on Contrapositive, Direct proof
Theorem · Operator theory
A self-adjoint map is a pure stretch along perpendicular axes. The axes are the eigenvectors, and the stretch factors are the real eigenvalues. Every symmetric real matrix is diagonal in a suitable orthonormal basis.
Builds on Self-adjoint operator, Orthonormal basis, Eigenvector
Concept · Ordinary differential equations
The general solution of the homogeneous equation is with constants. The idea is to let the constants vary with . A smart extra condition makes the equations for and simple.
Builds on Linear differential equation of order n, Fundamental system of solutions, Wronskian, General solution of an inhomogeneous linear equation
Proposition · Linear and multilinear algebra; matrix theory
The characteristic polynomial contains the trace as its second coefficient, with a minus sign. For a matrix, the full polynomial is . So the trace and the determinant are part of the information of the characteristic polynomial.
Builds on Characteristic polynomial, Trace of a matrix
Theorem · Combinatorics
Newton's identities convert between two ways of describing the roots of a polynomial: the sums of their powers, and the coefficients. Each identity gives the next quantity from the earlier ones.
Builds on Elementary symmetric polynomials, Power sum symmetric polynomials
Concept · Real functions
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.
Concept · Commutative algebra
A primitive polynomial is a polynomial whose coefficients have no common factor except units. The definition of a primitive polynomial gives the condition.
Theorem · Number theory
Once you know the smallest solution, you get all the others by taking powers. Expand and read the integer part and the coefficient of .
Builds on Pell's equation, Fundamental solution of Pell's equation
Theorem · Number theory
Insert a new element into a permutation written as cycles. It forms a new cycle of length , or it goes into an existing cycle right after one of the old elements.
Builds on Stirling numbers of the first kind
Theorem · Real functions
Differentiation respects sums and constant factors. So we can differentiate a sum term by term.
Builds on Derivative, Limit of a sum of sequences
Concept · Functional analysis
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.
Example · Mechanics of particles and systems
Friction takes energy from the oscillating mass. With little friction, the mass still oscillates, but the swings get smaller. With much friction, the mass creeps back to rest without any swing.
Builds on Harmonic oscillator, Solutions for distinct real roots, Solutions for repeated roots, Solutions for complex conjugate roots
Concept · General and overarching topics
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
Proposition · Functional analysis
Taking the orthogonal complement twice gives back the original subspace. The complement of the complement of a line is the same line.
Builds on Orthogonal complement, Dimension of the orthogonal complement
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