Category
page 1Asymptotic analysis
limit
value that a function (or sequence) approaches as the argument (or index) approaches some value
Stirling's approximation
approximation for factorials
big O notation
form of Landau notation representing asymptotically equivalent or slower growth
divergent series
infinite series that is not convergent
perturbation theory
mathematical methods used to find an approximate solution to a problem which cannot be solved exactly
Euler–Maclaurin formula
theorem
WKB approximation
method for finding approximate solutions to linear differential equations with spatially varying coefficients
master theorem
method for analysis of algorithms
asymptotic analysis
field of mathematics studying the limiting behavior of functions and sequences
asymptotic expansion
series which gives an approximation to a function as the argument tends to some point
iterated logarithm
the inverse function to a tower of powers
Riemann–Lebesgue lemma
lemma that the Fourier transform of an L¹ function vanishes at infinity
Laplace's method
technique used to approximate integrals
Akra–Bazzi method
on divide and conquer algorithms where the sub-problems have substantially different sizes
L-notation
L-notation is an asymptotic notation analogous to big-O notation, denoted as L_n[\alpha,c] for a bound variable n tending to infinity. Like big-O notation, it is usually used to roughly convey the rate of growth of a function, such as the computational complexity of a particular algorithm.
galactic algorithm
algorithm asymptotically very efficient but practically never so due to infeasibly large constants
series acceleration
Mathematical technique
large deviations theory
branch of probability theory
sequence transformation
A mathematic operator acting on a given space of sequences
Method of steepest descent
extension of Laplace's method for approximating integrals