===affil2: Stony Brook University ===firstname: Cao ===firstname4: ===firstname3: Xiongfei ===lastname2: Jiao ===lastname: Lu ===firstname5: ===affil6: ===lastname3: Wei ===email: clu@ams.sunysb.edu ===lastname6: ===affil5: ===otherauths: ===lastname4: ===affil4: ===lastname7: ===affil7: ===firstname7: ===postal: Dept. of Applied Math. \& Stat., Stony Brook University, Stony Brook, NY 11794 ===firstname6: ===ABSTRACT: We propose a hybrid geometric+algebraic multigrid method, or HyGA, for weighted residual methods with hierarchical basis functions. We present a unified derivation of restriction and prolongation operators for these methods. Based on this derivation, we propose a hybrid multigrid method HyGA, which combines a high-quality hierarchical mesh generator, a geometric multigrid solver with a multilevel weighted residual formulation, and an algebraic multigrid solver at the coarsest levels. Our method combines the rigor, high accuracy and runtime-and-memory efficiency of geometric multigrid with the robustness and flexibility of algebraic multigrid, and at the same time it is relatively easy to implement. We apply HyGA to weighted-residual finite element methods in both 2-D and 3-D, and present numerical experiments to demonstrate the effectiveness of HyGA compared with both geometric and algebraic multigrid methods. ===affil3: Stony Brook University ===lastname5: ===affilother: ===title: HyGA: A Hybrid Geometric+Algebraic Multigrid Solver for Weighted-Residual Methods with Hierarchical Meshes ===firstname2: Xiangmin