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Addition Requirements for Rational Functions
Author(s) -
David Kirkpatrick,
Zvi M. Kedem
Publication year - 1977
Publication title -
siam journal on computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.533
H-Index - 122
eISSN - 1095-7111
pISSN - 0097-5397
DOI - 10.1137/0206015
Subject(s) - mathematics , rational function , rank (graph theory) , rational number , algebraic number , contrast (vision) , independence (probability theory) , substitution (logic) , discrete mathematics , upper and lower bounds , algebra over a field , combinatorics , computer science , pure mathematics , mathematical analysis , statistics , artificial intelligence , programming language
A notion of rank or independence for arbitrary sets of rational functions is developed, which bounds from below the number of additions and subtractions required of all straight-line algorithms which compute those functions. This permits a uniform derivation of the best lower bounds known for a number of familiar sets of rational functions. The result is proved without the use of substitution arguments. This not only provides an interesting contrast to standard approaches for arithmetic lower bounds, but also allows the algebraic setting to be somewhat generalized. Keywords: additions, algorithms, analysis of algorithms, arithmetic complexity, computational complexity, dimensionality, lower bounds, matrix multiplication, optimality, polynomials, rational functions.

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