#include <NTL/LLL.h>
#include <NTL/fileio.h>
#include <NTL/new.h>
NTL_START_IMPL
static void RowTransform(vec_ZZ& A, vec_ZZ& B, const ZZ& MU1)
// x = x - y*MU
{
static ZZ T, MU;
long k;
long n = A.length();
long i;
MU = MU1;
if (MU == 1) {
for (i = 1; i <= n; i++)
sub(A(i), A(i), B(i));
return;
}
if (MU == -1) {
for (i = 1; i <= n; i++)
add(A(i), A(i), B(i));
return;
}
if (MU == 0) return;
if (NumTwos(MU) >= NTL_ZZ_NBITS)
k = MakeOdd(MU);
else
k = 0;
if (MU.WideSinglePrecision()) {
long mu1;
conv(mu1, MU);
for (i = 1; i <= n; i++) {
mul(T, B(i), mu1);
if (k > 0) LeftShift(T, T, k);
sub(A(i), A(i), T);
}
}
else {
for (i = 1; i <= n; i++) {
mul(T, B(i), MU);
if (k > 0) LeftShift(T, T, k);
sub(A(i), A(i), T);
}
}
}
static void RowTransform2(vec_ZZ& A, vec_ZZ& B, const ZZ& MU1)
// x = x + y*MU
{
static ZZ T, MU;
long k;
long n = A.length();
long i;
MU = MU1;
if (MU == 1) {
for (i = 1; i <= n; i++)
add(A(i), A(i), B(i));
return;
}
if (MU == -1) {
for (i = 1; i <= n; i++)
sub(A(i), A(i), B(i));
return;
}
if (MU == 0) return;
if (NumTwos(MU) >= NTL_ZZ_NBITS)
k = MakeOdd(MU);
else
k = 0;
if (MU.WideSinglePrecision()) {
long mu1;
conv(mu1, MU);
for (i = 1; i <= n; i++) {
mul(T, B(i), mu1);
if (k > 0) LeftShift(T, T, k);
add(A(i), A(i), T);
}
}
else {
for (i = 1; i <= n; i++) {
mul(T, B(i), MU);
if (k > 0) LeftShift(T, T, k);
add(A(i), A(i), T);
}
}
}
void ComputeGS(const mat_ZZ& B, mat_RR& B1,
mat_RR& mu, vec_RR& b,
vec_RR& c, long k, const RR& bound, long st,
vec_RR& buf, const RR& bound2)
{
long i, j;
RR s, t, t1;
ZZ T1;
if (st < k) {
for (i = 1; i < st; i++)
mul(buf(i), mu(k,i), c(i));
}
for (j = st; j <= k-1; j++) {
InnerProduct(s, B1(k), B1(j));
sqr(t1, s);
mul(t1, t1, bound);
mul(t, b(k), b(j));
if (t >= bound2 && t >= t1) {
InnerProduct(T1, B(k), B(j));
conv(s, T1);
}
clear(t1);
for (i = 1; i <= j-1; i++) {
mul(t, mu(j, i), buf(i));
add(t1, t1, t);
}
sub(t, s, t1);
buf(j) = t;
div(mu(k, j), t, c(j));
}
clear(s);
for (j = 1; j <= k-1; j++) {
mul(t, mu(k, j), buf(j));
add(s, s, t);
}
sub(c(k), b(k), s);
}
static RR red_fudge;
static long log_red = 0;
static void init_red_fudge()
{
log_red = long(0.50*RR::precision());
power2(red_fudge, -log_red);
}
static void inc_red_fudge()
{
mul(red_fudge, red_fudge, 2);
log_red--;
cerr << "LLL_RR: warning--relaxing reduction (" << log_red << ")\n";
if (log_red < 4)
Error("LLL_RR: can not continue...sorry");
}
static long verbose = 0;
static unsigned long NumSwaps = 0;
static double StartTime = 0;
static double LastTime = 0;
static void LLLStatus(long max_k, double t, long m, const mat_ZZ& B)
{
cerr << "---- LLL_RR status ----\n";
cerr << "elapsed time: ";
PrintTime(cerr, t-StartTime);
cerr << ", stage: " << max_k;
cerr << ", rank: " << m;
cerr << ", swaps: " << NumSwaps << "\n";
ZZ t1;
long i;
double prodlen = 0;
for (i = 1; i <= m; i++) {
InnerProduct(t1, B(i), B(i));
if (!IsZero(t1))
prodlen += log(t1);
}
cerr << "log of prod of lengths: " << prodlen/(2.0*log(2.0)) << "\n";
if (LLLDumpFile) {
cerr << "dumping to " << LLLDumpFile << "...";
ofstream f;
OpenWrite(f, LLLDumpFile);
f << "[";
for (i = 1; i <= m; i++) {
f << B(i) << "\n";
}
f << "]\n";
f.close();
cerr << "\n";
}
LastTime = t;
}
static
long ll_LLL_RR(mat_ZZ& B, mat_ZZ* U, const RR& delta, long deep,
LLLCheckFct check, mat_RR& B1, mat_RR& mu,
vec_RR& b, vec_RR& c, long m, long init_k, long &quit)
{
long n = B.NumCols();
long i, j, k, Fc1;
ZZ MU;
RR mu1, t1, t2, cc;
ZZ T1;
RR bound;
// we tolerate a 15% loss of precision in computing
// inner products in ComputeGS.
power2(bound, 2*long(0.15*RR::precision()));
RR bound2;
power2(bound2, 2*RR::precision());
quit = 0;
k = init_k;
vec_long st_mem;
st_mem.SetLength(m+2);
long *st = st_mem.elts();
for (i = 1; i < k; i++)
st[i] = i;
for (i = k; i <= m+1; i++)
st[i] = 1;
vec_RR buf;
buf.SetLength(m);
long rst;
long counter;
long trigger_index;
long small_trigger;
long cnt;
RR half;
conv(half, 0.5);
RR half_plus_fudge;
add(half_plus_fudge, half, red_fudge);
long max_k = 0;
double tt;
while (k <= m) {
if (k > max_k) {
max_k = k;
}
if (verbose) {
tt = GetTime();
if (tt > LastTime + LLLStatusInterval)
LLLStatus(max_k, tt, m, B);
}
if (st[k] == k)
rst = 1;
else
rst = k;
if (st[k] < st[k+1]) st[k+1] = st[k];
ComputeGS(B, B1, mu, b, c, k, bound, st[k], buf, bound2);
st[k] = k;
counter = 0;
trigger_index = k;
small_trigger = 0;
cnt = 0;
do {
// size reduction
counter++;
if (counter > 10000) {
cerr << "LLL_XD: warning--possible infinite loop\n";
counter = 0;
}
Fc1 = 0;
for (j = rst-1; j >= 1; j--) {
abs(t1, mu(k,j));
if (t1 > half_plus_fudge) {
if (!Fc1) {
if (j > trigger_index ||
(j == trigger_index && small_trigger)) {
cnt++;
if (cnt > 10) {
inc_red_fudge();
add(half_plus_fudge, half, red_fudge);
cnt = 0;
}
}
trigger_index = j;
small_trigger = (t1 < 4);
}
Fc1 = 1;
mu1 = mu(k,j);
if (sign(mu1) >= 0) {
sub(mu1, mu1, half);
ceil(mu1, mu1);
}
else {
add(mu1, mu1, half);
floor(mu1, mu1);
}
if (mu1 == 1) {
for (i = 1; i <= j-1; i++)
sub(mu(k,i), mu(k,i), mu(j,i));
}
else if (mu1 == -1) {
for (i = 1; i <= j-1; i++)
add(mu(k,i), mu(k,i), mu(j,i));
}
else {
for (i = 1; i <= j-1; i++) {
mul(t2, mu1, mu(j,i));
sub(mu(k,i), mu(k,i), t2);
}
}
conv(MU, mu1);
sub(mu(k,j), mu(k,j), mu1);
RowTransform(B(k), B(j), MU);
if (U) RowTransform((*U)(k), (*U)(j), MU);
}
}
if (Fc1) {
for (i = 1; i <= n; i++)
conv(B1(k, i), B(k, i));
InnerProduct(b(k), B1(k), B1(k));
ComputeGS(B, B1, mu, b, c, k, bound, 1, buf, bound2);
}
} while (Fc1);
if (check && (*check)(B(k)))
quit = 1;
if (IsZero(b(k))) {
for (i = k; i < m; i++) {
// swap i, i+1
swap(B(i), B(i+1));
swap(B1(i), B1(i+1));
swap(b(i), b(i+1));
if (U) swap((*U)(i), (*U)(i+1));
}
for (i = k; i <= m+1; i++) st[i] = 1;
m--;
if (quit) break;
continue;
}
if (quit) break;
if (deep > 0) {
// deep insertions
cc = b(k);
long l = 1;
while (l <= k-1) {
mul(t1, delta, c(l));
if (t1 > cc) break;
sqr(t1, mu(k,l));
mul(t1, t1, c(l));
sub(cc, cc, t1);
l++;
}
if (l <= k-1 && (l <= deep || k-l <= deep)) {
// deep insertion at position l
for (i = k; i > l; i--) {
// swap rows i, i-1
swap(B(i), B(i-1));
swap(B1(i), B1(i-1));
swap(mu(i), mu(i-1));
swap(b(i), b(i-1));
if (U) swap((*U)(i), (*U)(i-1));
}
k = l;
continue;
}
} // end deep insertions
// test LLL reduction condition
if (k <= 1) {
k++;
}
else {
sqr(t1, mu(k,k-1));
mul(t1, t1, c(k-1));
add(t1, t1, c(k));
mul(t2, delta, c(k-1));
if (t2 > t1) {
// swap rows k, k-1
swap(B(k), B(k-1));
swap(B1(k), B1(k-1));
swap(mu(k), mu(k-1));
swap(b(k), b(k-1));
if (U) swap((*U)(k), (*U)(k-1));
k--;
NumSwaps++;
}
else {
k++;
}
}
}
if (verbose) {
LLLStatus(m+1, GetTime(), m, B);
}
return m;
}
static
long LLL_RR(mat_ZZ& B, mat_ZZ* U, const RR& delta, long deep,
LLLCheckFct check)
{
long m = B.NumRows();
long n = B.NumCols();
long i, j;
long new_m, dep, quit;
RR s;
ZZ MU;
RR mu1;
RR t1;
ZZ T1;
init_red_fudge();
if (U) ident(*U, m);
mat_RR B1; // approximates B
B1.SetDims(m, n);
mat_RR mu;
mu.SetDims(m, m);
vec_RR c; // squared lengths of Gramm-Schmidt basis vectors
c.SetLength(m);
vec_RR b; // squared lengths of basis vectors
b.SetLength(m);
for (i = 1; i <=m; i++)
for (j = 1; j <= n; j++)
conv(B1(i, j), B(i, j));
for (i = 1; i <= m; i++) {
InnerProduct(b(i), B1(i), B1(i));
}
new_m = ll_LLL_RR(B, U, delta, deep, check, B1, mu, b, c, m, 1, quit);
dep = m - new_m;
m = new_m;
if (dep > 0) {
// for consistency, we move all of the zero rows to the front
for (i = 0; i < m; i++) {
swap(B(m+dep-i), B(m-i));
if (U) swap((*U)(m+dep-i), (*U)(m-i));
}
}
return m;
}
long LLL_RR(mat_ZZ& B, double delta, long deep,
LLLCheckFct check, long verb)
{
verbose = verb;
NumSwaps = 0;
if (verbose) {
StartTime = GetTime();
LastTime = StartTime;
}
if (delta < 0.50 || delta >= 1) Error("LLL_RR: bad delta");
if (deep < 0) Error("LLL_RR: bad deep");
RR Delta;
conv(Delta, delta);
return LLL_RR(B, 0, Delta, deep, check);
}
long LLL_RR(mat_ZZ& B, mat_ZZ& U, double delta, long deep,
LLLCheckFct check, long verb)
{
verbose = verb;
NumSwaps = 0;
if (verbose) {
StartTime = GetTime();
LastTime = StartTime;
}
if (delta < 0.50 || delta >= 1) Error("LLL_RR: bad delta");
if (deep < 0) Error("LLL_RR: bad deep");
RR Delta;
conv(Delta, delta);
return LLL_RR(B, &U, Delta, deep, check);
}
static vec_RR BKZConstant;
static
void ComputeBKZConstant(long beta, long p)
{
RR c_PI;
ComputePi(c_PI);
RR LogPI = log(c_PI);
BKZConstant.SetLength(beta-1);
vec_RR Log;
Log.SetLength(beta);
long i, j, k;
RR x, y;
for (j = 1; j <= beta; j++)
Log(j) = log(to_RR(j));
for (i = 1; i <= beta-1; i++) {
// First, we compute x = gamma(i/2)^{2/i}
k = i/2;
if ((i & 1) == 0) { // i even
x = 0;
for (j = 1; j <= k; j++)
x += Log(j);
x = exp(x/k);
}
else { // i odd
x = 0;
for (j = k + 2; j <= 2*k + 2; j++)
x += Log(j);
x += 0.5*LogPI - 2*(k+1)*Log(2);
x = exp(2*x/i);
}
// Second, we compute y = 2^{2*p/i}
y = exp(-(2*p/to_RR(i))*Log(2));
BKZConstant(i) = x*y/c_PI;
}
}
static vec_RR BKZThresh;
static
void ComputeBKZThresh(RR *c, long beta)
{
BKZThresh.SetLength(beta-1);
long i;
RR x;
RR t1;
x = 0;
for (i = 1; i <= beta-1; i++) {
log(t1, c[i-1]);
add(x, x, t1);
div(t1, x, i);
exp(t1, t1);
mul(BKZThresh(i), t1, BKZConstant(i));
}
}
static
void BKZStatus(double tt, double enum_time, unsigned long NumIterations,
unsigned long NumTrivial, unsigned long NumNonTrivial,
unsigned long NumNoOps, long m,
const mat_ZZ& B)
{
cerr << "---- BKZ_RR status ----\n";
cerr << "elapsed time: ";
PrintTime(cerr, tt-StartTime);
cerr << ", enum time: ";
PrintTime(cerr, enum_time);
cerr << ", iter: " << NumIterations << "\n";
cerr << "triv: " << NumTrivial;
cerr << ", nontriv: " << NumNonTrivial;
cerr << ", no ops: " << NumNoOps;
cerr << ", rank: " << m;
cerr << ", swaps: " << NumSwaps << "\n";
ZZ t1;
long i;
double prodlen = 0;
for (i = 1; i <= m; i++) {
InnerProduct(t1, B(i), B(i));
if (!IsZero(t1))
prodlen += log(t1);
}
cerr << "log of prod of lengths: " << prodlen/(2.0*log(2.0)) << "\n";
if (LLLDumpFile) {
cerr << "dumping to " << LLLDumpFile << "...";
ofstream f;
OpenWrite(f, LLLDumpFile);
f << "[";
for (i = 1; i <= m; i++) {
f << B(i) << "\n";
}
f << "]\n";
f.close();
cerr << "\n";
}
LastTime = tt;
}
static
long BKZ_RR(mat_ZZ& BB, mat_ZZ* UU, const RR& delta,
long beta, long prune, LLLCheckFct check)
{
long m = BB.NumRows();
long n = BB.NumCols();
long m_orig = m;
long i, j;
ZZ MU;
RR t1, t2;
ZZ T1;
init_red_fudge();
mat_ZZ B;
B = BB;
B.SetDims(m+1, n);
mat_RR B1;
B1.SetDims(m+1, n);
mat_RR mu;
mu.SetDims(m+1, m);
vec_RR c;
c.SetLength(m+1);
vec_RR b;
b.SetLength(m+1);
RR cbar;
vec_RR ctilda;
ctilda.SetLength(m+1);
vec_RR vvec;
vvec.SetLength(m+1);
vec_RR yvec;
yvec.SetLength(m+1);
vec_RR uvec;
uvec.SetLength(m+1);
vec_RR utildavec;
utildavec.SetLength(m+1);
vec_long Deltavec;
Deltavec.SetLength(m+1);
vec_long deltavec;
deltavec.SetLength(m+1);
mat_ZZ Ulocal;
mat_ZZ *U;
if (UU) {
Ulocal.SetDims(m+1, m);
for (i = 1; i <= m; i++)
conv(Ulocal(i, i), 1);
U = &Ulocal;
}
else
U = 0;
long quit;
long new_m;
long z, jj, kk;
long s, t;
long h;
for (i = 1; i <=m; i++)
for (j = 1; j <= n; j++)
conv(B1(i, j), B(i, j));
for (i = 1; i <= m; i++) {
InnerProduct(b(i), B1(i), B1(i));
}
// cerr << "\n";
// cerr << "first LLL\n";
m = ll_LLL_RR(B, U, delta, 0, check, B1, mu, b, c, m, 1, quit);
double tt;
double enum_time = 0;
unsigned long NumIterations = 0;
unsigned long NumTrivial = 0;
unsigned long NumNonTrivial = 0;
unsigned long NumNoOps = 0;
long verb = verbose;
verbose = 0;
if (m < m_orig) {
for (i = m_orig+1; i >= m+2; i--) {
// swap i, i-1
swap(B(i), B(i-1));
if (U) swap((*U)(i), (*U)(i-1));
}
}
long clean = 1;
if (!quit && m > 1) {
// cerr << "continuing\n";
if (beta > m) beta = m;
if (prune > 0)
ComputeBKZConstant(beta, prune);
z = 0;
jj = 0;
while (z < m-1) {
jj++;
kk = min(jj+beta-1, m);
if (jj == m) {
jj = 1;
kk = beta;
clean = 1;
}
if (verb) {
tt = GetTime();
if (tt > LastTime + LLLStatusInterval)
BKZStatus(tt, enum_time, NumIterations, NumTrivial,
NumNonTrivial, NumNoOps, m, B);
}
// ENUM
double tt1;
if (verb) {
tt1 = GetTime();
}
if (prune > 0)
ComputeBKZThresh(&c(jj), kk-jj+1);
cbar = c(jj);
conv(utildavec(jj), 1);
conv(uvec(jj), 1);
conv(yvec(jj), 0);
conv(vvec(jj), 0);
Deltavec(jj) = 0;
s = t = jj;
deltavec(jj) = 1;
for (i = jj+1; i <= kk+1; i++) {
conv(ctilda(i), 0);
conv(uvec(i), 0);
conv(utildavec(i), 0);
conv(yvec(i), 0);
Deltavec(i) = 0;
conv(vvec(i), 0);
deltavec(i) = 1;
}
long enum_cnt = 0;
while (t <= kk) {
if (verb) {
enum_cnt++;
if (enum_cnt > 100000) {
enum_cnt = 0;
tt = GetTime();
if (tt > LastTime + LLLStatusInterval) {
enum_time += tt - tt1;
tt1 = tt;
BKZStatus(tt, enum_time, NumIterations, NumTrivial,
NumNonTrivial, NumNoOps, m, B);
}
}
}
add(t1, yvec(t), utildavec(t));
sqr(t1, t1);
mul(t1, t1, c(t));
add(ctilda(t), ctilda(t+1), t1);
if (prune > 0 && t > jj)
sub(t1, cbar, BKZThresh(t-jj));
else
t1 = cbar;
if (ctilda(t) <t1) {
if (t > jj) {
t--;
clear(t1);
for (i = t+1; i <= s; i++) {
mul(t2, utildavec(i), mu(i,t));
add(t1, t1, t2);
}
yvec(t) = t1;
negate(t1, t1);
if (sign(t1) >= 0) {
sub(t1, t1, 0.5);
ceil(t1, t1);
}
else {
add(t1, t1, 0.5);
floor(t1, t1);
}
utildavec(t) = t1;
vvec(t) = t1;
Deltavec(t) = 0;
negate(t1, t1);
if (t1 < yvec(t))
deltavec(t) = -1;
else
deltavec(t) = 1;
}
else {
cbar = ctilda(jj);
for (i = jj; i <= kk; i++) {
uvec(i) = utildavec(i);
}
}
}
else {
t++;
s = max(s, t);
if (t < s) Deltavec(t) = -Deltavec(t);
if (Deltavec(t)*deltavec(t) >= 0) Deltavec(t) += deltavec(t);
add(utildavec(t), vvec(t), Deltavec(t));
}
}
if (verb) {
tt1 = GetTime() - tt1;
enum_time += tt1;
}
NumIterations++;
h = min(kk+1, m);
mul(t1, red_fudge, -8);
add(t1, t1, delta);
mul(t1, t1, c(jj));
if (t1 > cbar) {
clean = 0;
// we treat the case that the new vector is b_s (jj < s <= kk)
// as a special case that appears to occur most of the time.
s = 0;
for (i = jj+1; i <= kk; i++) {
if (uvec(i) != 0) {
if (s == 0)
s = i;
else
s = -1;
}
}
if (s == 0) Error("BKZ_RR: internal error");
if (s > 0) {
// special case
// cerr << "special case\n";
NumTrivial++;
for (i = s; i > jj; i--) {
// swap i, i-1
swap(B(i-1), B(i));
swap(B1(i-1), B1(i));
swap(b(i-1), b(i));
if (U) swap((*U)(i-1), (*U)(i));
}
new_m = ll_LLL_RR(B, U, delta, 0, check,
B1, mu, b, c, h, jj, quit);
if (new_m != h) Error("BKZ_RR: internal error");
if (quit) break;
}
else {
// the general case
NumNonTrivial++;
for (i = 1; i <= n; i++) conv(B(m+1, i), 0);
if (U) {
for (i = 1; i <= m_orig; i++)
conv((*U)(m+1, i), 0);
}
for (i = jj; i <= kk; i++) {
if (uvec(i) == 0) continue;
conv(MU, uvec(i));
RowTransform2(B(m+1), B(i), MU);
if (U) RowTransform2((*U)(m+1), (*U)(i), MU);
}
for (i = m+1; i >= jj+1; i--) {
// swap i, i-1
swap(B(i-1), B(i));
swap(B1(i-1), B1(i));
swap(b(i-1), b(i));
if (U) swap((*U)(i-1), (*U)(i));
}
for (i = 1; i <= n; i++)
conv(B1(jj, i), B(jj, i));
InnerProduct(b(jj), B1(jj), B1(jj));
if (b(jj) == 0) Error("BKZ_RR: internal error");
// remove linear dependencies
// cerr << "general case\n";
new_m = ll_LLL_RR(B, U, delta, 0, 0, B1, mu, b, c, kk+1, jj, quit);
if (new_m != kk) Error("BKZ_RR: internal error");
// remove zero vector
for (i = kk+2; i <= m+1; i++) {
// swap i, i-1
swap(B(i-1), B(i));
swap(B1(i-1), B1(i));
swap(b(i-1), b(i));
if (U) swap((*U)(i-1), (*U)(i));
}
quit = 0;
if (check) {
for (i = 1; i <= kk; i++)
if ((*check)(B(i))) {
quit = 1;
break;
}
}
if (quit) break;
if (h > kk) {
// extend reduced basis
new_m = ll_LLL_RR(B, U, delta, 0, check,
B1, mu, b, c, h, h, quit);
if (new_m != h) Error("BKZ_RR: internal error");
if (quit) break;
}
}
z = 0;
}
else {
// LLL_RR
// cerr << "progress\n";
NumNoOps++;
if (!clean) {
new_m =
ll_LLL_RR(B, U, delta, 0, check, B1, mu, b, c, h, h, quit);
if (new_m != h) Error("BKZ_RR: internal error");
if (quit) break;
}
z++;
}
}
}
if (verb) {
BKZStatus(GetTime(), enum_time, NumIterations, NumTrivial, NumNonTrivial,
NumNoOps, m, B);
}
// clean up
if (m_orig > m) {
// for consistency, we move zero vectors to the front
for (i = m+1; i <= m_orig; i++) {
swap(B(i), B(i+1));
if (U) swap((*U)(i), (*U)(i+1));
}
for (i = 0; i < m; i++) {
swap(B(m_orig-i), B(m-i));
if (U) swap((*U)(m_orig-i), (*U)(m-i));
}
}
B.SetDims(m_orig, n);
BB = B;
if (U) {
U->SetDims(m_orig, m_orig);
*UU = *U;
}
return m;
}
long BKZ_RR(mat_ZZ& BB, mat_ZZ& UU, double delta,
long beta, long prune, LLLCheckFct check, long verb)
{
verbose = verb;
NumSwaps = 0;
if (verbose) {
StartTime = GetTime();
LastTime = StartTime;
}
if (delta < 0.50 || delta >= 1) Error("BKZ_RR: bad delta");
if (beta < 2) Error("BKZ_RR: bad block size");
RR Delta;
conv(Delta, delta);
return BKZ_RR(BB, &UU, Delta, beta, prune, check);
}
long BKZ_RR(mat_ZZ& BB, double delta,
long beta, long prune, LLLCheckFct check, long verb)
{
verbose = verb;
NumSwaps = 0;
if (verbose) {
StartTime = GetTime();
LastTime = StartTime;
}
if (delta < 0.50 || delta >= 1) Error("BKZ_RR: bad delta");
if (beta < 2) Error("BKZ_RR: bad block size");
RR Delta;
conv(Delta, delta);
return BKZ_RR(BB, 0, Delta, beta, prune, check);
}
void NearVector(vec_ZZ& ww, const mat_ZZ& BB, const vec_ZZ& a)
{
long n = BB.NumCols();
if (n != BB.NumRows())
Error("NearVector: matrix must be square");
if (n != a.length())
Error("NearVector: dimension mismatch");
long i, j;
mat_ZZ B;
B.SetDims(n+1, n);
for (i = 1; i <= n; i++)
B(i) = BB(i);
B(n+1) = a;
mat_RR B1, mu;
vec_RR b, c;
B1.SetDims(n+1, n);
mu.SetDims(n+1, n+1);
b.SetLength(n+1);
c.SetLength(n+1);
vec_RR buf;
buf.SetLength(n+1);
for (i = 1; i <= n+1; i++)
for (j = 1; j <= n; j++)
conv(B1(i, j), B(i, j));
for (i = 1; i <= n+1; i++)
InnerProduct(b(i), B1(i), B1(i));
RR bound;
power2(bound, 2*long(0.15*RR::precision()));
RR bound2;
power2(bound2, 2*RR::precision());
for (i = 1; i <= n+1; i++)
ComputeGS(B, B1, mu, b, c, i, bound, 1, buf, bound2);
init_red_fudge();
RR half;
conv(half, 0.5);
RR half_plus_fudge;
add(half_plus_fudge, half, red_fudge);
RR t1, t2, mu1;
ZZ MU;
long trigger_index = n+1;
long small_trigger = 0;
long cnt = 0;
long Fc1;
vec_ZZ w;
w.SetLength(n);
clear(w);
do {
Fc1 = 0;
for (j = n; j >= 1; j--) {
abs(t1, mu(n+1,j));
if (t1 > half_plus_fudge) {
if (!Fc1) {
if (j > trigger_index ||
(j == trigger_index && small_trigger)) {
cnt++;
if (cnt > 10) {
inc_red_fudge();
add(half_plus_fudge, half, red_fudge);
cnt = 0;
}
}
trigger_index = j;
small_trigger = (t1 < 4);
}
Fc1 = 1;
mu1 = mu(n+1,j);
if (sign(mu1) >= 0) {
sub(mu1, mu1, half);
ceil(mu1, mu1);
}
else {
add(mu1, mu1, half);
floor(mu1, mu1);
}
if (mu1 == 1) {
for (i = 1; i <= j-1; i++)
sub(mu(n+1,i), mu(n+1,i), mu(j,i));
}
else if (mu1 == -1) {
for (i = 1; i <= j-1; i++)
add(mu(n+1,i), mu(n+1,i), mu(j,i));
}
else {
for (i = 1; i <= j-1; i++) {
mul(t2, mu1, mu(j,i));
sub(mu(n+1,i), mu(n+1,i), t2);
}
}
conv(MU, mu1);
sub(mu(n+1,j), mu(n+1,j), mu1);
RowTransform(B(n+1), B(j), MU);
RowTransform2(w, B(j), MU);
}
}
if (Fc1) {
for (i = 1; i <= n; i++)
conv(B1(n+1, i), B(n+1, i));
InnerProduct(b(n+1), B1(n+1), B1(n+1));
ComputeGS(B, B1, mu, b, c, n+1, bound, 1, buf, bound2);
}
} while (Fc1);
ww = w;
}
NTL_END_IMPL
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