Floating-Point LLL Revisited
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(2) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE. Floating-Point LLL Revisited Phong Q. Nguyen, Damien Stehlé. N° 5387 Novembre 2004. ISSN 0249-6399. ISRN INRIA/RR--5387--FR+ENG. THÈME 2. apport de recherche.
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(303) ac`gVX[]ULeb<`gJLNOYXNqee3`gJLNoWlNq_FVXegVX[]U°YX[^eeb¥EL[]l k = j 2`gJLN ¤Lle`%«[]lgMdWYa VXe r = kb k − P µ · r ](JWVX_JedW\^\zNqeg`e `[ºsWN¤LULN s = kb k − P «¹[]l¬acYiY 1 ≤ j ≤ k (e[¼`gJ"ac` kb k = r = s ¥(IJLNjpd"acU`gVi`gVXNqe µ ·r (ViYiY h*NZdLeN«dWY<`[a]_q_FdWl
(304) ac`NFYif§_JLNq_§2[b}^]eg e|_q[]ULs5Vi`gVX[]ULeb¥ ³´ULsWNqNqsµ72[b}^]eg_q[]ULs5Vi`gVX[]U s _bacUh7NlNF(lgVi`g`NFUa]e δkb k ≤ kb k + µ kb k (δ − µ `gJ"ac`VXeb )kb k ≤ kb k j−1 i=1. k,i. k,k. k,i. 2 κ,κ−1. k. 2. k,i. ∗ 2 κ−1. i=1. k−1 i=1. k,i. k,i. k,j. ∗ 2 k. ∗ 2 κ. ∗ 2 κ−1. δrκ−1,κ−1 ≤ sκ,κ−1.. ccedfhg!i!jXk. k,k. k. 2. k,k. ∗ 2 κ. 2 κ,κ−1. ∗ 2 κ−1.
(305) Ib~. C Y B \= X
(306) Z" . ³«NF}zNFl3`gJ"ac`>_q[]ULs5Vi`gVX[]U°VXeUL[]`e¯ac`gVXe#¤"Nqsµ<2< []dWYXsªegaco <[b}^]eg3_q[]ULs5Vi`gVX[]UA`[>h*NZ_JLNq_
(307) zNqsA[]dWYXs¾h*N^». acULs. bκ−1. bκ. acULs`gJLNULNF. I JpdLebeg`[]lgViUW\°`gJLN}^acYidLNqe s eNFU"achWYXNqedLe`[¼_JLNq_
(308) _q[]ULeNq_FdW`gVi}zN/2[}]]e/_q[]ULs5Vi`gVX[]ULe B(JLNFU _q[]ULe
(309) Nq_FdW`gVi}zN¬egacoLe[p_q_FdWl¯3(Vi`gJL[]dW`acUpfªa]sWs5Vi`gVX[]U"acY_q[^e`>eViUL_qN`gJLNFfªacoWo*Nbacl¡ViU `gJLN_bacYX_FdWYac`gVX[]U[c« r ¥ IJLN>_q[]M¡oWdW`
(310) ac`gVX[]U[c« r µ acULs s VXe|egdWM¡MaclgVibNqs/ViU`gJLN e
(311) [c_bacYiYXNqsªÆ£JL[]YXNqeg,f E"a]_F`[]lgVXe
(312) ac`gVX[]U¨±Yi\z[]lgVi`gJWM ¢Æ E5±Zº[c« E Vi\^dWlNw5¥ «_q[]dWleN^h*Nq_bacdLeN δrκ−2,κ−2 ≤ sκ,κ−2.. κ,j. k,k. k,j. k,j. k,j.
(313) dI.@" :J 6 6Z),#-[ 2 / (b1 , . . . , bd )
(314) JAA ,#." C '> )A2 G *+-,#. ri,j B µi,j B ,#2 @2 3 M@2 i=1 d M2) ,#2 2 % D j=1 i . *. T. i. \. j. d. ,#.". . sd,j B . (0). . g. !d. . ri,j :=hbi , bj i ,#2 %2 M2 k=1 j−1 (k) (k−1) (k−1) ri,j :=ri,j − rj,k · µi,k U/ > (j−1) (j−1) i > j µi,j :=ri,j /rj,j =9$%,#7$%, 1 / ) 2 (j−1) ri,j :=ri,j i ≥ j =9$%,#7$%, /12) µi,j i > j =9$%,#7$%, (j−1) /129 sd,j :=rd,d j. &. . k . . !d. ]+^`_aadI.@". !d *JAG
(315) 2)#,#.@6. .2A "0M)&,#2##),#2. K. M. *. N. ][ ULNºdLeNqe `4b?^W`gJLNºNLa]_F`(}]acYidLNqeaclNZdWUWpUL[(UA`[>`gJLN3acYi\z[]lgVi`gJWM¬»"ViULeg`Nba]sµL[]ULNº_q[]M¡oWdW`Nqe `"b´acoWoWl[b,ViMac`gVX[]ULe ¯ acULs s¯ ¥%np`NFoLe¡v§acULs JaclNo*NFl#«[]lgMONqs¼ViU¼`gJLNO«¹[]YiYX[b(ViUW\ r¯ µ aqf*» acULs r¯ :=o r¯ − o r¯ ·µ ¯ µ ¯ :=o r¯ /¯ r . !N(ViYiYUL[]`¡dLe
(316) N¾Æ E5± s5VilNq_F`gYif°ViU 2< ¥³ULe`Nba]sµ£N(ViYiYdLeNo"aclg`e¡[c«`gJLNAÆ E5± s5dWlgViUW\`gJLNNWNq_FdW`gVX[]U¨[c«(`gJLNacYi\z[]lgVi`gJWM¬» h*Nq_bacdLeNO`gJLN[]lg`gJL[]\z[]U"acYiVXe
(317) ac`gVX[]UªVXe3o*NFl#«¹[]lgMONqs }zNq_F`[]lhf }zNq_F`[]lbb`gJLNFlNVXeµUL[ULNqNqsºlNq_q[]M¡oWdW`gViUW\|NF}zNFlgf,`gJWViUW\«l[]M½e_Fl
(318) ac`_
(319) J3V«W`gJLN r eacULs e(aclNZacYilNba]s5f,UL[b(U«¹[]l i acULs j h*NFYX[b e[]MON|`gJWlNqegJL[]YXsµ¥5{|[]`gVX_qNZacYXe[`gJ"ac``gJLN r e µ _bacUh7NdWo7sLac`Nq:s ^ViUoWYa]_qN _ ,NW_qNFoW`«¹[]l h*Nq_bacdLeN`gJLN|s5V *NFlNFUp` ULNqNqsOh*NFViUW\ lNF`gdWlgULNqs`[_JLNq_2[b}^]eg _q[]ULs5Vi`gVX[]ULeb¥5Ir JLN(JL[]YXNZÆ E5± (ViYiY"oWl[b}zN|rdLeN=«dWY"s`[Nqeg`gViMac`N|ViU n,Nq_F`gVX[]UºJL[b©MacUf¡oWlNq_FVXegVX[]UhWVi`e£aclN(lNqjpdWVilNqsO`[Z\^d"acl
(320) acUp`NqN`gJLN_q[]lglNq_F`gULNqee[c«222 ¥ À
(321) % Ä 5 WÂ |Ä À c Ä Ä W i % Ä ! À c5 7 IJLN_q[]lN[c«`gJLN22 acYi\z[]lgVi`gJWM VXe>acUDVi`NFl
(322) ac`gVi}z5N `4bp¢}zNFlegVX[]U°[c« #(ach"acV eULNbaclNqeg`oWYacULN acYi\z[]lgVi`gJWM¬ (JWVX_
(323) J¼VXesWNqe_FlgVih*NqsDViA U E Vi\^dWlNL¥ ³´ULeg`Nba]s°[c«eVibN¢lNqs5dL_FViUW\ b ac`>[]UL_qNYiVizN i,j. (k) i,j. (k−1) i,j. i,j. 4. 4. k,i. (k−1) j,k. i,j. i,k. (j−1) i,j. (j−1) j,j. 2. i,j. i,j. i,j. d,d. (j) d,d. d,j. 2. 2. κ. &('c)&+*.
(324)
(325)
(326) ! "$#. *. d. . . d. d. !d. D. \. !d. 8d d. 8d. 8d. d. c. 3. T. d. * 2 G 7%#"'&'2 > 0 c,#"'G
(327) " > > >@ ` κ (b1 , . . . , bd ) G(b1 , . . . , bd ) $ 6 "# @ +/`2 r¯i,j µ ¯i,j B j ≤ i < κ %$@6 "# /12) > C /12 > > r¯κ,j B j≤κ µ ¯ κ,j B s¯ jP < κ (b1 , . . . , bκ−1 , b0κ , bκ+1 , . . . , bd ) *+."#" 0 κ,j 0 G(b , . . . , b , b , bκ+1 , . . . , bd ) bκ = bκ − i<κ xi bi /12)C2
(328) 68";1 c,#"'G
(329) "#κ−1 Cκ /12)X xi B |hb0κ , b∗i i| ≤ 0.501 · kb∗i k2 i < κ C"'7 "), 2
(330) 687@$@,#"9,#.@" '> J +*+-,#. <c,#"'7 D \ 2)/,#." M *+-,#. r¯κ,j B µ ¯ s¯κ,j B i = κ 4 4 M2 %2* ,#2 κ,j@B 2 i=κ−1 1 / >,#." >@"'A" > |¯ µ | ≥ 0.5005 Xi :=b¯ µκ,i e Xi :=0 M@2 κ,i ,#2 > j=1 i−1 µ ¯ κ,j :=o(¯ µκ,j − o(Xi · µ ¯i,j )) P 7Q@),#" >)&'&'2 % G ,#
(331) 2 . (b1 , . . . , bd ) G(b1 , . . . , bd ) bκ :=bκ − κ−1 i=1 Xi bi # c,#AAA CR#" F"#2 Xi B . . '
(332) . i. II. !d. k. *. 8d. d. &. g. 8d. ]d. !d. d. d. & ,#" ),# "SHI) ) 'J")#"'W,5A !d" *CA G2#-,#.6 [c« E Vi\^dWlNZP5p[]dWl `"b¢}zNFlegVX[]U¾[c« #(ach"acV2acoWoWYiVXNqeacUVi`NFl
(333) ac`gVi}zN E,± acYi\z[]lgVi`gJWM [c« E Vi\^dWlN|w5¥±`np`NFo J5^Vi`£egd _qNqe`[ZdWo*sLac`N. ]+^`_ aadI.". `gJLN []lgVi\^ViU"acY#(ach"acV2acYi\z[]lgVi`gJWM oWl[,_qNqeedLegViUW\ºo"aclg`e[c«µ`gJLN Æ `gJLNZe
(334) _bacYacloWl[ps5dL_F`e hb , b i «¹[]l i. kb0κ k2 = kbκ k2 + hbi , b0κ i. a]_q_q[]ls5ViUW\`[>`gJLNZlNFYac`gVX[]ULe» i≤d. κ. X j6=κ. x2j kbj k2 − 2. = hbi , bκ i −. X. j6=κ. xj hbi , bj i. X. «¹[]l. j6=κ. xj hbj , bκ i + 2. X. j6=κ,i6=κ. . xi xj hbi , bj i. i 6= κ.. À
(335) % b ± sWNqe_FlgVioW`gVX[]Uª[c«22 VXeº\^Vi}zNFU°ViU E Vi\^dWlNv5¥%#£feNFYXNq_F`gViUW\§o"aclg`gVX_FdWYacl}^acYidLNqe3[c« ` µ£N. $. . 2. *. !d. d. d.
(336) 0?* 2 G 7%#"'&'2 /12) [b , . . . , b ] `
(337) !#"1%$&'"'(d )+*+-,#.0/1&,#2) (0.998, 0.501) U6ZR,#&'"' ^ !"
(338) 0 c,#"'G
(339) "C6ZR,#[ >%, * 2 >
(340) "'&,#2 G d×d (¯ ri,j ) (¯ µi,j ) s¯ 2
(341) 687$%,#"9,#.";:J 6 6Z),#-[ 3 G = G(b1 , . . . , bd ) 54 > .A" >%2 D κ≤d r¯1,1 :=o(hb1 , b1 i) κ:=2 %E <%F'"!#"%$&'" $@ G ,#.@";AG
(342) 2)#-,#.6 2/5MG$@#";T U,+$@7Q),#"I,#."S7@7@#2[%6Z),#";:;<@= b T .A" κ >@2 κ0 :=κ @E (κ ≥ 2 0.999¯ rκ−1,κ−1 ≥ s¯κ0 ,κ−1 ) κ:=κ − 1 M2 ,#2 > > i=1 κ−1 µ ¯ :=¯ µ 0 ,i r¯κ,i :=¯ r 0 r¯ :=¯ s 0 7Q@),#" )&'&'2 % G κ,i ,#2 ,#.@"Xκ ",#2 02/κ ,i #κ,κ G. ,C κ"/`,κ 2#" \ . G b κ0 bκ κ:=κ + 1 =9$@,#7$%, [b1 , . . . , bd ] . *. *d d. 8d. i. d. g. j. d. k. &. !d. d. d. ]+^`_ a$#adI."S . AG
(343) 2)#,#.@6. []hW`
(344) acViU°s5V *NFlNFUp`22 acYi\z[]lgVi`gJWMOeb¥{[]`gVX_qN¡`gJ"ac`3`gJLNO_q[^eg`3[c«`gJLN>¤Lleg`3e`NFoVXeZh*[]dWULsWNqs 2. ccedfhg!i!jXk. 2. .
(345) IbP. C Y B \= X
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