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In [[mathematics]], an '''infrastructure''' is a [[Group (mathematics)|group]]-like structure appearing in [[global field]]s.
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== Historic development ==
 
In 1972, [[Daniel Shanks|D. Shanks]] first discovered the infrastructure of a [[Quadratic field|real quadratic number field]] and applied his [[baby-step giant-step]] algorithm to compute the [[Dirichlet's unit theorem#The regulator|regulator]] of such a field in <math>\mathcal{O}(D^{1/4+\varepsilon})</math> binary operations (for every <math>\varepsilon > 0</math>), where <math>D</math> is the [[Quadratic field#Discriminant|discriminant]] of the quadratic field; previous methods required <math>\mathcal{O}(D^{1/2+\varepsilon})</math> binary operations.<ref name="shanks-infrastructure">D. Shanks: The infrastructure of a real quadratic field and its applications. Proceedings of the Number Theory Conference (Univ. Colorado, Boulder, Colo., 1972), pp. 217-224. University of Colorado, Boulder, 1972. {{MR|389842}}</ref> Ten years later, [[Hendrik Lenstra|H. W. Lenstra]] published<ref name="lenstra-infrastructure">H. W. Lenstra Jr.: On the calculation of regulators and class numbers of quadratic fields. Number theory days, 1980 (Exeter, 1980), 123&ndash;150, London Math. Soc. Lecture Note Ser., 56, Cambridge University Press, Cambridge, 1982. {{MR|697260}}</ref> a mathematical framework describing the infrastructure of a real quadratic number field in terms of "circular groups". It was also described by R. Schoof<ref name="schoof-infrastructure1">R. J. Schoof: Quadratic fields and factorization. Computational methods in number theory, Part II, 235&ndash;286, Math. Centre Tracts, 155, Math. Centrum, Amsterdam, 1982. {{MR|702519}}</ref> and H. C. Williams,<ref name="williams-infrastructure1">H. C. Williams: Continued fractions and number-theoretic computations. Number theory (Winnipeg, Man., 1983). Rocky Mountain J. Math. 15 (1985), no. 2, 621&ndash;655. {{MR|823273}}</ref> and later extended by H. C. Williams, G. W. Dueck and B. K. Schmid to certain [[Cubic field|cubic number fields]] of [[Dirichlet's unit theorem|unit rank]] one<ref name="williams-dueck-schmid">H. C. Williams, G. W. Dueck, B. K. Schmid: A rapid method of evaluating the regulator and class number of a pure cubic field. Math. Comp. 41 (1983), no. 163, 235&ndash;286. {{MR|701638}}</ref><ref name="williams-dueck">G. W. Dueck, H. C. Williams: Computation of the class number and class group of a complex cubic field. Math. Comp. 45 (1985), no. 171, 223&ndash;231. {{MR|790655}}</ref> and by J. Buchmann and H. C. Williams to all number fields of unit rank one.<ref name="buchmann-williams-infrastructure">J. Buchmann, H. C. Williams: On the infrastructure of the principal ideal class of an algebraic number field of unit rank one. Math. Comp. 50 (1988), no. 182, 569&ndash;579. {{MR|929554}}</ref> In his [[Habilitation|habilitation thesis]], J. Buchmann presented a baby-step giant-step algorithm to compute the regulator of a number field of ''arbitrary'' unit rank.<ref name="buchmann-habil">J. Buchmann: Zur Komplexität der Berechnung von Einheiten und Klassenzahlen algebraischer Zahlkörper. Habilitationsschrift, Düsseldorf, 1987. [http://www.cdc.informatik.tu-darmstadt.de/~buchmann/Lecture%20Notes/habil.pdf PDF]</ref> The first description of infrastructures in number fields of arbitrary unit rank was given by R. Schoof using [[Arakelov divisor]]s in 2008.<ref>R. Schoof: Computing Arakelov class groups. (English summary) Algorithmic number theory: lattices, number fields, curves and cryptography, 447&ndash;495, Math. Sci. Res. Inst. Publ., 44, Cambridge University Press, 2008. {{MR|2467554}} [http://www.mat.uniroma2.it/~schoof/papers.html PDF]</ref>
 
The infrastructure was also described for other [[global field]]s, namely for [[algebraic function field]]s over [[finite field]]s. This was done first by A. Stein and H. G. Zimmer in the case of real [[Hyperelliptic curve|hyperelliptic]] function fields.<ref name="stein-zimmer">A. Stein, H. G. Zimmer: An algorithm for determining the regulator and the fundamental unit of hyperelliptic congruence function field. In "Proceedings of the 1991 International Symposium on Symbolic and Algebraic Computation, ISSAC '91," Association for Computing Machinery, (1991), 183&ndash;184.</ref> It was extended to certain cubic function fields of unit rank one by R. Scheidler and A. Stein.<ref name="stein-scheidler-cubicinfra">R. Scheidler, A. Stein: Unit computation in purely cubic function fields of unit rank 1. (English summary) Algorithmic number theory (Portland, OR, 1998), 592&ndash;606, Lecture Notes in Comput. Sci., 1423, Springer, Berlin, 1998. {{MR|1726104}}</ref><ref name="scheidler-infrapurecubic">R. Scheidler: Ideal arithmetic and infrastructure in purely cubic function fields. (English, French summary) J. Théor. Nombres Bordeaux 13 (2001), no. 2, 609&ndash;631. {{MR|1879675}}</ref> In 1999, S. Paulus and H.-G. Rück related the infrastructure of a real quadratic function field to the divisor class group.<ref name="paulus-rueck">S. Paulus, H.-G. Rück: Real and imaginary quadratic representations of hyperelliptic function fields. (English summary) Math. Comp. 68 (1999), no. 227, 1233&ndash;1241. {{MR|1627817}}</ref> This connection can be generalized to arbitrary function fields and, combining with R. Schoof's results, to all global fields.<ref name="fontein-infrastructure">{{cite journal | first=F. | last=Fontein | title=The Infrastructure of a Global Field of Arbitrary Unit Rank | journal=Math. Comp. | volume=80 | year=2011 | number=276 | pages=2325–2357 | doi= 10.1090/S0025-5718-2011-02490-7 | arxiv=0809.1685 }}</ref>
 
== The one-dimensional case ==
 
=== An abstract definition ===
 
A '''one-dimensional (abstract) infrastructure''' <math>(X, d)</math> consists of a [[real number]] <math>R > 0</math>, a [[finite set]] <math>X \neq \emptyset</math> together with an [[Injective function|injective]] map <math>d : X \to \mathbb{R}/R\mathbb{Z}</math>.<ref name="fontein-pohlighellman">F. Fontein: Groups from cyclic infrastructures and Pohlig-Hellman in certain infrastructures. (English summary) Adv. Math. Commun. 2 (2008), no. 3, 293&ndash;307. {{MR|2429459}}</ref> The map <math>d</math> is often called the ''distance map''.
 
By interpreting <math>\mathbb{R}/R\mathbb{Z}</math> as a [[circle]] of [[circumference]] <math>R</math> and by identifying <math>X</math> with <math>d(X)</math>, one can see a one-dimensional infrastructure as a circle with a finite set of points on it.
 
=== Baby steps ===
 
A '''baby step''' is an [[unary operation]] <math>bs : X \to X</math> on a one-dimensional infrastructure <math>(X, d)</math>. Visualizing the infrastructure as a circle, a baby step assigns each point of <math>d(X)</math> the next one. Formally, one can define this by assigning to <math>x \in X</math> the real number <math>f_x := \inf\{ f' > 0 \mid d(x) + f' \in d(X) \}</math>; then, one can define <math>bs(x) := d^{-1}(d(x) + f_x)</math>.
 
=== Giant steps and reduction maps ===
 
Observing that <math>\mathbb{R}/R\mathbb{Z}</math> is naturally an [[Abelian group]], one can consider the sum <math>d(x) + d(y) \in \mathbb{R}/R\mathbb{Z}</math> for <math>x, y \in X</math>. In general, this is not an element of <math>d(X)</math>. But instead, one can take an element of <math>d(X)</math> which lies ''nearby''. To formalize this concept, assume that there is a map <math>red : \mathbb{R}/R\mathbb{Z} \to X</math>; then, one can define <math>gs(x, y) := red(d(x) + d(y))</math> to obtain a [[binary operation]] <math>gs : X \times X \to X</math>, called the '''giant step''' operation. Note that this operation is in general ''not'' [[Associativity|associative]].
 
The main difficulty is how to choose the map <math>red</math>. Assuming that one wants to have the condition <math>red \circ d = \mathrm{id}_X</math>, a range of possibilities remain.   One possible choice<ref name="fontein-pohlighellman" /> is given as follows: for <math>v \in \mathbb{R}/R\mathbb{Z}</math>, define <math>f_v := \inf\{ f \ge 0 \mid v - f \in d(X) \}</math>; then one can define <math>red(v) := d^{-1}(v - f_v)</math>. This choice, seeming somewhat arbitrary, appears in a natural way when one tries to obtain infrastructures from global fields.<ref name="fontein-infrastructure" /> Other choices are possible as well, for example choosing an element <math>x \in d(X)</math> such that <math>|d(x) - v|</math> is minimal (here, <math>|d(x) - v|</math> is stands for <math>\inf\{ |f - v| \mid f \in d(x) \}</math>, as <math>d(x)</math> is of the form <math>v + R\mathbb{Z}</math>); one possible construction in the case of real quadratic hyperelliptic function fields is given by S. D. Galbraith, M. Harrison and D. J. Mireles Morales.<ref name="galbraith-harrison-mirelesmorales">S. D. Galbraith, M. Harrison, D. J. Mireles Morales: Efficient hyperelliptic arithmetic using balanced representation for divisors. (English summary) Algorithmic number theory, 342&ndash;356, Lecture Notes in Comput. Sci., 5011, Springer, Berlin, 2008. {{MR|2467851}}</ref>
 
=== Relation to real quadratic fields ===
 
D. Shanks observed the infrastructure in real quadratic number fields when he was looking at cycles of reduced [[binary quadratic form]]s. Note that there is a close relation between reducing binary quadratic forms and [[continued fraction]] expansion; one step in the continued fraction expansion of a certain [[quadratic irrational]]ity gives an [[unary operation]] on the set of reduced forms, which cycles through all reduced forms in one equivalence class. Arranging all these reduced forms in a cycle, Shanks noticed that one can quickly jump to reduced forms further away from the beginning of the circle by [[Composition of binary quadratic forms|composing]] two such forms and reducing the result. He called this [[binary operation]] on the set of reduced forms a '''giant step''', and the operation to go to the next reduced form in the cycle a '''baby step'''.
 
=== Relation to <math>\mathbb{R}/R\mathbb{Z}</math> ===
 
The set <math>\mathbb{R}/R\mathbb{Z}</math> has a natural group operation and the giant step operation is defined in terms of it. Hence, it makes sense to compare the arithmetic in the infrastructure to the arithmetic in <math>\mathbb{R}/R\mathbb{Z}</math>. It turns out that the group operation of <math>\mathbb{R}/R\mathbb{Z}</math> can be described using giant steps and baby steps, by representing elements of <math>\mathbb{R}/R\mathbb{Z}</math> by elements of <math>X</math> together with a relatively small real number; this has been first described by D. Hühnlein and S. Paulus<ref name="huehnlein-paulus">D. Hühnlein, S. Paulus: On the implementation of cryptosystems based on real quadratic number fields (extended abstract). Selected areas in cryptography (Waterloo, ON, 2000), 288&ndash;302, Lecture Notes in Comput. Sci., 2012, Springer, 2001. {{MR|1895598}}</ref> and by M. J. Jacobson, Jr., R. Scheidler and H. C. Williams<ref name="jacobson-scheidler-williams">M. J. Jacobson Jr., R. Scheidler, H. C. Williams: The efficiency and security of a real quadratic field based key exchange protocol. Public-key cryptography and computational number theory (Warsaw, 2000), 89&ndash;112, de Gruyter, Berlin, 2001 {{MR|1881630}}</ref> in the case of infrastructures obtained from real quadratic number fields. They used floating point numbers to represent the real numbers, and called these representations CRIAD-representations resp. <math>(f, p)</math>-representations. More generally, one can define a similar concept for all one-dimensional infrastructures; these are sometimes called <math>f</math>-representations.<ref name="fontein-pohlighellman" />
 
A '''set of <math>f</math>-representations''' is a subset <math>fRep</math> of <math>X \times \mathbb{R}/R\mathbb{Z}</math> such that the map <math>\Psi_{fRep} : fRep \to \mathbb{R}/R\mathbb{Z}, \; (x, f) \mapsto d(x) + f</math> is a bijection and that <math>(x, 0) \in fRep</math> for every <math>x \in X</math>. If <math>red : \mathbb{R}/R\mathbb{Z} \to X</math> is a reduction map, <math>fRep_{red} := \{ (x, f) \in X \times \mathbb{R}/R\mathbb{Z} \mid red(d(x) + f) = x \}</math> is a set of <math>f</math>-representations; conversely, if <math>fRep</math> is a set of <math>f</math>-representations, one can obtain a reduction map by setting <math>red(f) = \pi_1(\Psi_{fRep}^{-1}(f))</math>, where <math>\pi_1 : X \times \mathbb{R}/R\mathbb{Z} \to X, \; (x, f) \mapsto x</math> is the projection on $X$. Hence, sets of <math>f</math>-representations and reduction maps are in a [[one-to-one correspondence]].
 
Using the bijection <math>\Psi_{fRep} : fRep \to \mathbb{R}/R\mathbb{Z}</math>, one can pull over the group operation on <math>\mathbb{R}/R\mathbb{Z}</math> to <math>fRep</math>, hence turning <math>fRep</math> into an abelian group <math>(fRep, +)</math> by <math>x + y := \Psi_{fRep}^{-1}(\Psi_{fRep}(x) + \Psi_{fRep}(y))</math>, <math>x, y \in fRep</math>. In certain cases, this group operation can be explicitly described without using <math>\Psi_{fRep}</math> and <math>d</math>.
 
In case one uses the reduction map <math>red : \mathbb{R}/R\mathbb{Z} \to X, \; v \mapsto d^{-1}(v - \inf\{ f \ge 0 \mid v - f \in d(X) \})</math>, one obtains <math>fRep_{red} = \{ (x, f) \mid f \ge 0, \; \forall f' \in [0, f) : d(x) + f' \not\in d(X) \}</math>. Given <math>(x, f), (x', f') \in fRep_{red}</math>, one can consider <math>(x'', f'')</math> with <math>x'' = gs(x, x')</math> and <math>f'' = f + f' + (d(x) + d(x') - d(gs(x, x'))) \ge 0</math>; this is in general no element of <math>fRep_{red}</math>, but one can reduce it as follows: one computes <math>bs^{-1}(x'')</math> and <math>f'' - (d(x'') - d(bs^{-1}(x'')))</math>; in case the latter is not negative, one replaces <math>(x'', f'')</math> with <math>(bs^{-1}(x''), f'' - (d(x'') - d(bs^{-1}(x''))))</math> and continues. If the value was negative, one has that <math>(x'', f'') \in fRep_{red}</math> and that <math>\Psi_{fRep_{red}}(x, f) + \Psi_{fRep_{red}}(x', f') = \Psi_{fRep_{red}}(x'', f'')</math>, i.e. <math>(x, f) + (x', f') = (x'', f'')</math>.
 
== References ==
{{Reflist}}
 
{{DEFAULTSORT:Infrastructure (Number Theory)}}
[[Category:Algebra]]
[[Category:Algebraic structures]]

Latest revision as of 19:31, 5 May 2014

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