function [ grid_index, grid_base ] = levels_index ( dim_num, level_max, rule, ... point_num ) %*****************************************************************************80 % %% LEVELS_INDEX indexes a sparse grid. % % Discussion: % % The sparse grid is the logical sum of product grids with total LEVEL % between LEVEL_MIN and LEVEL_MAX. % % The necessary dimensions of GRID_INDEX can be determined by % calling LEVELS_INDEX_SIZE first. % % Licensing: % % This code is distributed under the GNU LGPL license. % % Modified: % % 30 March 2008 % % Author: % % John Burkardt % % Reference: % % Fabio Nobile, Raul Tempone, Clayton Webster, % A Sparse Grid Stochastic Collocation Method for Partial Differential % Equations with Random Input Data, % SIAM Journal on Numerical Analysis, % Volume 46, Number 5, 2008, pages 2309-2345. % % Parameters: % % Input, integer DIM_NUM, the spatial dimension. % % Input, integer LEVEL_MAX, the maximum value of LEVEL. % % Input, integer RULE, the index of the rule. % 1, "CC", Clenshaw Curtis Closed Fully Nested rule. % 2, "F1", Fejer 1 Open Fully Nested rule. % 3, "F2", Fejer 2 Open Fully Nested rule. % 4, "GP", Gauss Patterson Open Fully Nested rule. % 5, "GL", Gauss Legendre Open Weakly Nested rule. % 6, "GH", Gauss Hermite Open Weakly Nested rule. % 7, "LG", Gauss Laguerre Open Non Nested rule. % % Input, integer POINT_NUM, the total number of points % in the grids. % % Output, integer GRID_INDEX(DIM_NUM,POINT_NUM), a list of % point indices, representing a subset of the product grid of level % LEVEL_MAX, representing (exactly once) each point that will show up in a % sparse grid of level LEVEL_MAX. % % Output, integer GRID_BASE(DIM_NUM,POINT_NUM), a list of % the orders of the rules associated with each point and dimension. % if ( rule == 1 ) [ grid_index, grid_base ] = levels_index_cfn ( dim_num, level_max, ... point_num ); elseif ( 2 <= rule & rule <= 4 ) [ grid_index, grid_base ] = levels_index_ofn ( dim_num, level_max, ... point_num ); elseif ( 5 <= rule & rule <= 6 ) [ grid_index, grid_base ] = levels_index_own ( dim_num, level_max, ... point_num ); elseif ( 7 == rule ) [ grid_index, grid_base ] = levels_index_onn ( dim_num, level_max, ... point_num ); else grid_index = []; grid_base = []; fprintf ( 1, '\n' ); fprintf ( 1, 'LEVELS_INDEX - Fatal error!\n' ); fprintf ( 1, ' Unrecognized rule number = %d\n', rule ); error ( 'LEVELS_INDEX - Fatal error!' ); end return end