/** * E1: GenSolver vs 通用 MIP (SCIP/CBC) — GPU 侧 * * 目的:证明在复杂约束问题上,GenSolver 比 MIP 更快找到可行解 * 实例:TSP (N=51,100,150), VRP (A-n32-k5) * 时间预算:1s, 10s, 60s * 输出:CSV (instance,config,seed,obj,penalty,time_ms,gap_pct,generations,stop_reason) * * 用法:./gpu [all] */ #include "bench_common.cuh" static void run_tsp_instances() { TSPInstance instances[] = { {"eil51", eil51_coords, EIL51_N, 426.0f}, {"kroA100", kroA100_coords, KROA100_N, 21282.0f}, {"ch150", CH150_coords, CH150_N, 6528.0f}, }; float time_budgets[] = {1.0f, 10.0f, 60.0f}; for (auto& inst : instances) { fprintf(stderr, " [e1] TSP %s (n=%d)\n", inst.name, inst.n); float* dist = new float[inst.n * inst.n]; compute_euc2d_dist(dist, inst.coords, inst.n); for (float t : time_budgets) { char cfg[64]; snprintf(cfg, sizeof(cfg), "gensolver_%.0fs", t); SolverConfig c = make_timed_config(t); bench_run_tsp(inst.name, cfg, inst.n, dist, c, inst.optimal); } delete[] dist; } } static void run_vrp_instances() { fprintf(stderr, " [e1] VRP A-n32-k5\n"); float dist[AN32K5_NODES * AN32K5_NODES]; compute_euc2d_dist(dist, an32k5_coords, AN32K5_NODES); float time_budgets[] = {1.0f, 10.0f, 60.0f}; for (float t : time_budgets) { char cfg[64]; snprintf(cfg, sizeof(cfg), "gensolver_%.0fs", t); SolverConfig c = make_timed_config(t); bench_run_recreate("A-n32-k5", cfg, [&]() { return VRPProblem::create(dist, an32k5_demands, AN32K5_N, 100.0f, 5, 5); }, c, 784.0f); } } int main(int argc, char** argv) { bench_init(); bench_csv_header(); run_tsp_instances(); run_vrp_instances(); fprintf(stderr, "\n[e1] GPU side completed.\n"); return 0; }