#include #include #include #include #include #include #include #include "pcg-cpp/include/pcg_random.hpp" #include "randutils/randutils.hpp" using Rng = randutils::random_generator; template using Vector = Eigen::Matrix; template using Matrix = Eigen::Matrix; // Integer power function int iPow(int x, unsigned p) { if (p == 0) return 1; if (p == 1) return x; int tmp = iPow(x, p / 2); if (p % 2 == 0) return tmp * tmp; else return x * tmp * tmp; } unsigned mod(signed a, unsigned b) { return ((a %= b) < 0) ? a + b : a; } template class State { public: Vector σ; State(unsigned a, signed b) : σ(Vector::Zero()) { σ[a] = b; } State(Rng& r) : State(r.uniform((unsigned)0, D - 1), r.pick({-1, 1})) {} State apply(const Matrix& m) const { return {m * σ}; } }; template class Vertex; template class Particle { public: Vertex& position; State state; bool marked; Particle(Vertex& p, const State& s) : position(p), state(s) {} }; template class HalfEdge { public: Vertex& neighbor; Vector Δx; HalfEdge(Vertex& n, const Vector& d) : neighbor(n), Δx(d) {} }; template class Vertex { public: Vector position; std::vector> adjacentEdges; typename std::unordered_map>::iterator occupant; }; template class System { public: const unsigned L; std::vector> vertices; std::unordered_map> particles; unsigned vectorToIndex(const Vector& x) const { unsigned i = 0; for (unsigned d = 0; d < D; d++) { i += x[d] * iPow(L, d); } return i; } Vector indexToVector(unsigned i) const { Vector x; for (unsigned d = 0; d < D; d++) { x[d] = (i / iPow(L, d)) % L; } return x; } bool isEmpty(const Vertex& v) const { return v.occupant == particles.end(); } unsigned N() const { return particles.size(); } System(unsigned L) : L(L), vertices(iPow(L, D)) { for (unsigned i = 0; i < iPow(L, D); i++) { vertices[i].position = indexToVector(i); vertices[i].adjacentEdges.reserve(2 * D); vertices[i].occupant = particles.end(); } for (unsigned d = 0; d < D; d++) { Vector Δx = Vector::Zero(); Δx[d] = 1; for (signed i = 0; i < iPow(L, D); i++) { unsigned j = iPow(L, d + 1) * (i / iPow(L, d + 1)) + mod(i + iPow(L, d), pow(L, d + 1)); vertices[i].adjacentEdges.push_back(HalfEdge(vertices[j], Δx)); vertices[j].adjacentEdges.push_back(HalfEdge(vertices[i], -Δx)); } } } std::list>::iterator> overlaps(const Particle& p, bool excludeSelf = false) const { std::list>::iterator> o; if (!excludeSelf && !isEmpty(p.position)) { o.push_back(p.position.occupant); } for (const HalfEdge& e : p.position.adjacentEdges) { if (!isEmpty(e.neighbor)) { if (p.state.σ.dot(e.Δx) == 1 || e.neighbor.occupant->second.state.σ.dot(e.Δx) == -1) { o.push_back(e.neighbor.occupant); } } } return o; } bool insert(const Particle& p, Rng& r) { if (overlaps(p).empty()) { typename std::unordered_map>::iterator it; std::tie(it, std::ignore) = particles.insert({r.uniform((unsigned)0, (unsigned)pow(2, 28)), p}); p.position.occupant = std::prev(particles.end()); return true; } else { return false; } } void remove(typename std::unordered_map>::iterator ip) { ip->second.position.occupant = particles.end(); particles.erase(ip); } /* bool randomMove(Rng& r) { Particle& p = *(r.pick(particles)); Particle pN = p; if (0.2 < r.uniform(0.0, 1.0)) { pN.position = r.pick(p.position.adjacentEdges).neighbor; } pN.state = randomState(r); if (overlaps(pN, true).empty()) { remove(&p); insert(pN); return true; } else { return false; } } */ bool swap(Particle& p1, Particle& p2) { std::swap(p1.state, p2.state); if (overlaps(p1, true).empty() && overlaps(p2, true).empty()) { return true; } else { std::swap(p1.state, p2.state); return false; } } bool randomSwap(Rng& r) { return swap(r.pick(particles).second, r.pick(particles).second); } void setGroundState(Rng& r) { for (typename std::unordered_map>::iterator ip = particles.begin(); ip != particles.end(); ip++) { remove(ip); } for (Vertex& v : vertices) { unsigned a = 0; for (unsigned d = 0; d < D; d++) { a += (d + 1) * v.position(d); } a %= 2 * D + 1; if (a > 0) { if (a <= D) { State s(a - 1, -1); insert(Particle(v, s), r); } else if (D < a) { State s(2 * D - a, 1); insert(Particle(v, s), r); } } } } bool compatible() { for (Particle p : particles) { if (!overlaps(p, true).empty()) { return false; } } return true; } double density() const { return N() / pow(L, D); } unsigned maxOccupation() const { // return (2 * D * iPow(L, D)) / (2 * D + 1); return iPow(L, D); } void sweepGrandCanonical(double z, Rng& r) { for (unsigned i = 0; i < iPow(L, D); i++) { if (0.5 < r.uniform(0.0, 1.0)) { double pIns = maxOccupation() * z / (N() + 1); if (pIns > r.uniform(0.0, 1.0)) { while (true) { Vertex& v = r.pick(vertices); if (isEmpty(v)) { insert(Particle(v, State(r)), r); break; } } } } else { double pDel = N() / (z * maxOccupation()); if (pDel > r.uniform(0.0, 1.0)) { remove(r.choose(particles)); } } // randomMove(r); randomSwap(r); } } void sweepLocal(double z, Rng& r) { for (unsigned i = 0; i < iPow(L, D); i++) { // randomMove(r); } } void sweepSwap(double z, Rng& r) { for (unsigned i = 0; i < iPow(L, D); i++) { randomSwap(r); } } void flipCluster(const Matrix& R, Vertex& v0, Rng& r, bool dry = false) { std::list>> q = {v0}; while (!q.empty()) { Vertex& v = q.front(); q.pop_front(); Vector xNew = R * v.position; State sNew = v.state.apply(R); for (Vertex& vn : overlaps(vertices[vectorToIndex(xNew)], sNew)) { if (!vn.marked) { vn.marked = true; q.push_back(vn); } } } } }; template Vector randomVector(unsigned L, Rng& r) { Vector x; for (unsigned i = 0; i < D; i++) { x[i] = r.uniform((unsigned)0, L - 1); } return x; } int main() { const unsigned D = 3; unsigned L = 28; unsigned Nmin = 2e2; unsigned Nmax = 2e5; double Tmin = 0.04; double Tmax = 0.2; double δT = 0.02; System s(L); Rng r; /* for (unsigned N = Nmin; N <= Nmax; N *= 10) { s.setGroundState(); if (!s.compatible()) { return 1; } for (double T = Tmin; T < Tmax; T *= 1 + δT) { double z = exp(1 / T); for (unsigned n = 0; n < N; n++) { s.sweepGrandCanonical(z, r); } std::cout << L << " " << T << " " << N << " " << δT << " " << 1 / s.density() << std::endl; } for (double T = Tmax; T > Tmin; T /= 1 + δT) { double z = exp(1 / T); for (unsigned n = 0; n < N; n++) { s.sweepGrandCanonical(z, r); } std::cout << L << " " << T << " " << N << " " << δT << " " << 1 / s.density() << std::endl; } } */ s.setGroundState(r); for (unsigned n = 0; n < 10; n++) { s.sweepGrandCanonical(exp(1/0.15), r); } return 0; }