Mercurial > octave
annotate scripts/ode/private/integrate_adaptive.m @ 29358:0a5b15007766 stable
update Octave Project Developers copyright for the new year
In files that have the "Octave Project Developers" copyright notice,
update for 2021.
author | John W. Eaton <jwe@octave.org> |
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date | Wed, 10 Feb 2021 09:52:15 -0500 |
parents | bd51beb6205e |
children | 796f54d4ddbf |
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1 ######################################################################## |
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2 ## |
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3 ## Copyright (C) 2013-2021 The Octave Project Developers |
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4 ## |
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5 ## See the file COPYRIGHT.md in the top-level directory of this |
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6 ## distribution or <https://octave.org/copyright/>. |
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7 ## |
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8 ## This file is part of Octave. |
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9 ## |
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10 ## Octave is free software: you can redistribute it and/or modify it |
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11 ## under the terms of the GNU General Public License as published by |
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12 ## the Free Software Foundation, either version 3 of the License, or |
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13 ## (at your option) any later version. |
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14 ## |
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15 ## Octave is distributed in the hope that it will be useful, but |
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16 ## WITHOUT ANY WARRANTY; without even the implied warranty of |
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17 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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18 ## GNU General Public License for more details. |
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19 ## |
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20 ## You should have received a copy of the GNU General Public License |
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21 ## along with Octave; see the file COPYING. If not, see |
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22 ## <https://www.gnu.org/licenses/>. |
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23 ## |
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24 ######################################################################## |
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25 |
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26 ## -*- texinfo -*- |
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27 ## @deftypefn {} {@var{solution} =} integrate_adaptive (@var{@@stepper}, @var{order}, @var{@@func}, @var{tspan}, @var{x0}, @var{options}) |
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28 ## |
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29 ## This function file can be called by an ODE solver function in order to |
22626 | 30 ## integrate the set of ODEs on the interval @var{[t0, t1]} with an adaptive |
31 ## timestep. | |
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32 ## |
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34 ## and @var{y}. @var{t} is a column vector and contains the time stamps. |
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35 ## @var{y} is a matrix in which each column refers to a different unknown |
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36 ## of the problem and the row number is the same as the @var{t} row number. |
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37 ## Thus, each row of the matrix @var{y} contains the values of all unknowns at |
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38 ## the time value contained in the corresponding row in @var{t}. |
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39 ## |
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40 ## The first input argument must be a function handle or inline function |
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41 ## representing the stepper, i.e., the function responsible for step-by-step |
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42 ## integration. This function discriminates one method from the others. |
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43 ## |
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44 ## The second input argument is the order of the stepper. It is needed |
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45 ## to compute the adaptive timesteps. |
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46 ## |
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47 ## The third input argument is a function handle or inline function that |
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48 ## defines the ODE: |
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49 ## |
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50 ## @ifhtml |
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51 ## |
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52 ## @example |
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53 ## @math{y' = f(t,y)} |
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54 ## @end example |
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55 ## |
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56 ## @end ifhtml |
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57 ## @ifnothtml |
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58 ## @math{y' = f(t,y)}. |
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59 ## @end ifnothtml |
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60 ## |
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61 ## The fourth input argument is the time vector which defines the integration |
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62 ## interval, i.e., @var{[tspan(1), tspan(end)]} and all intermediate elements |
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63 ## are taken as times at which the solution is required. |
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64 ## |
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65 ## The fifth argument represents the initial conditions for the ODEs and the |
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66 ## last input argument contains some options that may be needed for the |
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67 ## stepper. |
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68 ## |
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69 ## @end deftypefn |
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70 |
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71 function solution = integrate_adaptive (stepper, order, func, tspan, x0, |
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72 options) |
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73 |
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74 fixed_times = numel (tspan) > 2; |
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75 |
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76 t_new = t_old = t = tspan(1); |
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77 x_new = x_old = x = x0(:); |
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78 |
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79 ## Get first initial timestep |
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80 dt = options.InitialStep; |
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81 if (isempty (dt)) |
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83 options.AbsTol, options.RelTol, | |
84 strcmp (options.NormControl, "on"), | |
85 options.funarguments); | |
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86 endif |
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87 |
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88 dir = options.direction; |
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89 dt = dir * min (abs (dt), options.MaxStep); |
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90 |
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91 options.comp = 0.0; |
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92 |
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93 ## Factor multiplying the stepsize guess |
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94 facmin = 0.8; |
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95 facmax = 1.5; |
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96 fac = 0.38^(1/(order+1)); # formula taken from Hairer |
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97 |
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98 ## Initialize the OutputFcn |
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99 if (options.haveoutputfunction) |
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100 if (! isempty (options.OutputSel)) |
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101 solution.retout = x(options.OutputSel,end); |
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102 else |
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103 solution.retout = x; |
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104 endif |
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105 feval (options.OutputFcn, tspan, solution.retout, "init", |
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106 options.funarguments{:}); |
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107 endif |
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108 |
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109 ## Initialize the EventFcn |
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110 have_EventFcn = false; |
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111 if (! isempty (options.Events)) |
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112 have_EventFcn = true; |
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Initialize ODE Event function with start time (bug #49846).
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|
113 ode_event_handler (options.Events, tspan(1), x, |
22538
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|
114 "init", options.funarguments{:}); |
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|
115 endif |
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116 |
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117 if (options.havenonnegative) |
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|
118 nn = options.NonNegative; |
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|
119 endif |
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120 |
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|
121 solution.cntloop = 0; |
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122 solution.cntcycles = 0; |
20634
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123 solution.cntsave = 2; |
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124 solution.unhandledtermination = true; |
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125 ireject = 0; |
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126 |
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integrate_adaptive.m: Take strcmp call out of for loop for performance.
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127 NormControl = strcmp (options.NormControl, "on"); |
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|
128 k_vals = []; |
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129 iout = istep = 1; |
22626 | 130 |
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131 while (dir * t_old < dir * tspan(end)) |
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132 |
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133 ## Compute integration step from t_old to t_new = t_old + dt |
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134 [t_new, options.comp] = kahan (t_old, options.comp, dt); |
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135 [t_new, x_new, x_est, new_k_vals] = ... |
22626 | 136 stepper (func, t_old, x_old, dt, options, k_vals, t_new); |
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137 |
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138 solution.cntcycles += 1; |
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139 |
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140 if (options.havenonnegative) |
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141 x_new(nn, end) = abs (x_new(nn, end)); |
20604
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142 x_est(nn, end) = abs (x_est(nn, end)); |
20533
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|
143 endif |
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|
144 |
22626 | 145 err = AbsRel_norm (x_new, x_old, options.AbsTol, options.RelTol, |
22645
34bf558de127
integrate_adaptive.m: Take strcmp call out of for loop for performance.
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|
146 NormControl, x_est); |
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147 |
20621
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|
148 ## Accept solution only if err <= 1.0 |
20533
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|
149 if (err <= 1) |
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|
150 |
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changeset
|
151 solution.cntloop += 1; |
6e81f4b37e13
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|
152 ireject = 0; # Clear reject counter |
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153 |
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154 ## if output time steps are fixed |
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|
155 if (fixed_times) |
20543
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|
156 |
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157 t_caught = find ((dir * tspan(iout:end) > dir * t_old) |
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158 & (dir * tspan(iout:end) <= dir * t_new)); |
20601
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|
159 t_caught = t_caught + iout - 1; |
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|
160 |
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|
161 if (! isempty (t_caught)) |
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162 t(t_caught) = tspan(t_caught); |
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163 iout = max (t_caught); |
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164 x(:, t_caught) = ... |
22626 | 165 runge_kutta_interpolate (order, [t_old t_new], [x_old x_new], |
166 t(t_caught), new_k_vals, dt, func, | |
167 options.funarguments); | |
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168 |
20636
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|
169 istep += 1; |
20533
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|
170 |
20621
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|
171 ## Call Events function only if a valid result has been found. |
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|
172 ## Stop integration if eventbreak is true. |
23079
17dc6c7ef427
Ignore ODE event function at t==0 for Matlab compatibility (bug #49919).
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|
173 if (have_EventFcn) |
20600
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|
174 break_loop = false; |
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|
175 for idenseout = 1:numel (t_caught) |
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|
176 id = t_caught(idenseout); |
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|
177 td = t(id); |
20634
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|
178 solution.event = ... |
22626 | 179 ode_event_handler (options.Events, t(id), x(:, id), [], |
180 options.funarguments{:}); | |
20634
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|
181 if (! isempty (solution.event{1}) && solution.event{1} == 1) |
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|
182 t(id) = solution.event{3}(end); |
20600
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|
183 t = t(1:id); |
20634
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|
184 x(:, id) = solution.event{4}(end, :).'; |
20600
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|
185 x = x(:,1:id); |
20634
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|
186 solution.unhandledtermination = false; |
20600
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|
187 break_loop = true; |
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|
188 break; |
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|
189 endif |
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|
190 endfor |
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|
191 if (break_loop) |
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|
192 break; |
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|
193 endif |
20533
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Moving ode45, odeset, odeget, and levenshtein from odepkg to core.
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changeset
|
194 endif |
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Moving ode45, odeset, odeget, and levenshtein from odepkg to core.
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|
195 |
20621
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|
196 ## Call OutputFcn only if a valid result has been found. |
22639
7efa2d0e22c9
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diff
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|
197 ## Stop integration if function returns true. |
20634
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|
198 if (options.haveoutputfunction) |
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|
199 cnt = options.Refine + 1; |
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|
200 approxtime = linspace (t_old, t_new, cnt); |
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|
201 approxvals = interp1 ([t_old, t(t_caught), t_new], |
80e630b37ba1
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|
202 [x_old, x(:, t_caught), x_new] .', |
22626 | 203 approxtime, "linear") .'; |
22669
bcfcbb5653e6
integrate_adaptive.m: Further refinement to orientation of approxvals (cset 7458bacc631a).
Rik <rik@octave.org>
parents:
22650
diff
changeset
|
204 if (isvector (approxvals) && ! isscalar (approxtime)) |
22650
7458bacc631a
integrate_adaptive.m: Fix orientation of approxvals when y is a vector.
Rik <rik@octave.org>
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22645
diff
changeset
|
205 approxvals = approxvals.'; |
7458bacc631a
integrate_adaptive.m: Fix orientation of approxvals when y is a vector.
Rik <rik@octave.org>
parents:
22645
diff
changeset
|
206 endif |
22593
dba5074bdc79
simplify options management in ode solvers
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parents:
22538
diff
changeset
|
207 if (! isempty (options.OutputSel)) |
20634
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20621
diff
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|
208 approxvals = approxvals(options.OutputSel, :); |
20600
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|
209 endif |
22639
7efa2d0e22c9
More Matlab-compatible implementation of OutputFcn. Clean up odeplot.m.
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|
210 stop_solve = false; |
20634
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20621
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|
211 for ii = 1:numel (approxtime) |
22639
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22626
diff
changeset
|
212 stop_solve = feval (options.OutputFcn, |
7efa2d0e22c9
More Matlab-compatible implementation of OutputFcn. Clean up odeplot.m.
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22626
diff
changeset
|
213 approxtime(ii), approxvals(:, ii), [], |
7efa2d0e22c9
More Matlab-compatible implementation of OutputFcn. Clean up odeplot.m.
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22626
diff
changeset
|
214 options.funarguments{:}); |
7efa2d0e22c9
More Matlab-compatible implementation of OutputFcn. Clean up odeplot.m.
Rik <rik@octave.org>
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diff
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|
215 if (stop_solve) |
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More Matlab-compatible implementation of OutputFcn. Clean up odeplot.m.
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diff
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|
216 break; # break from inner loop |
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|
217 endif |
20604
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|
218 endfor |
22639
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changeset
|
219 if (stop_solve) # Leave main loop |
20634
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|
220 solution.unhandledtermination = false; |
20600
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|
221 break; |
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|
222 endif |
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|
223 endif |
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|
224 |
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|
225 endif |
20602
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avoid stepping beyond end of thspan in ode solvers
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|
226 |
22626 | 227 else # not fixed times |
20533
fcb792acab9b
Moving ode45, odeset, odeget, and levenshtein from odepkg to core.
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parents:
diff
changeset
|
228 |
20600
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229 t(++istep) = t_new; |
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230 x(:, istep) = x_new; |
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231 iout = istep; |
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232 |
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233 ## Call Events function only if a valid result has been found. |
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234 ## Stop integration if eventbreak is true. |
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235 if (have_EventFcn) |
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236 solution.event = ... |
22626 | 237 ode_event_handler (options.Events, t(istep), x(:, istep), [], |
238 options.funarguments{:}); | |
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239 if (! isempty (solution.event{1}) && solution.event{1} == 1) |
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240 t(istep) = solution.event{3}(end); |
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241 x(:, istep) = solution.event{4}(end, :).'; |
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242 solution.unhandledtermination = false; |
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243 break; |
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244 endif |
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245 endif |
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246 |
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247 ## Call OutputFcn only if a valid result has been found. |
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248 ## Stop integration if function returns true. |
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249 if (options.haveoutputfunction) |
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250 cnt = options.Refine + 1; |
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251 approxtime = linspace (t_old, t_new, cnt); |
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252 approxvals = interp1 ([t_old, t_new], |
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253 [x_old, x_new] .', |
22626 | 254 approxtime, "linear") .'; |
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255 if (isvector (approxvals) && ! isscalar (approxtime)) |
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256 approxvals = approxvals.'; |
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257 endif |
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258 if (! isempty (options.OutputSel)) |
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259 approxvals = approxvals(options.OutputSel, :); |
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260 endif |
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261 stop_solve = false; |
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262 for ii = 1:numel (approxtime) |
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263 stop_solve = feval (options.OutputFcn, |
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264 approxtime(ii), approxvals(:, ii), [], |
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265 options.funarguments{:}); |
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266 if (stop_solve) |
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267 break; # break from inner loop |
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268 endif |
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269 endfor |
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270 if (stop_solve) # Leave main loop |
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271 solution.unhandledtermination = false; |
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272 break; |
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273 endif |
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274 endif |
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275 |
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276 endif |
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277 |
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278 ## move to next time-step |
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279 t_old = t_new; |
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280 x_old = x_new; |
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281 k_vals = new_k_vals; |
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282 |
22626 | 283 else # error condition |
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284 |
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285 ireject += 1; |
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286 |
22626 | 287 ## Stop solving if, in the last 5,000 steps, no successful valid |
288 ## value has been found. | |
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289 if (ireject >= 5_000) |
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290 error (["integrate_adaptive: Solving was not successful. ", ... |
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291 " The iterative integration loop exited at time", ... |
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292 " t = %f before the endpoint at tend = %f was reached. ", ... |
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293 " This happened because the iterative integration loop", ... |
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294 " did not find a valid solution at this time stamp. ", ... |
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295 " Try to reduce the value of 'InitialStep' and/or", ... |
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296 " 'MaxStep' with the command 'odeset'.\n"], |
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297 t_old, tspan(end)); |
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298 endif |
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299 |
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300 endif |
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301 |
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302 ## Compute next timestep, formula taken from Hairer |
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303 err += eps; # avoid divisions by zero |
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304 dt *= min (facmax, max (facmin, fac * (1 / err)^(1 / (order + 1)))); |
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305 dt = dir * min (abs (dt), options.MaxStep); |
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306 if (! (abs (dt) > eps (t(end)))) |
22626 | 307 break; |
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308 endif |
22626 | 309 |
310 ## Make sure we don't go past tpan(end) | |
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311 dt = dir * min (abs (dt), abs (tspan(end) - t_old)); |
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312 |
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313 endwhile |
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314 |
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315 ## Check if integration of the ode has been successful |
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316 if (dir * t(end) < dir * tspan(end)) |
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317 if (solution.unhandledtermination == true) |
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318 warning ("integrate_adaptive:unexpected_termination", |
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319 [" Solving was not successful. ", ... |
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320 " The iterative integration loop exited at time", ... |
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321 " t = %f before the endpoint at tend = %f was reached. ", ... |
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322 " This may happen if the stepsize becomes too small. ", ... |
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323 " Try to reduce the value of 'InitialStep'", ... |
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324 " and/or 'MaxStep' with the command 'odeset'."], |
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325 t(end), tspan(end)); |
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326 else |
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327 warning ("integrate_adaptive:unexpected_termination", |
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328 ["Solver was stopped by a call of 'break'", ... |
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329 " in the main iteration loop at time", ... |
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330 " t = %f before the endpoint at tend = %f was reached. ", ... |
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331 " This may happen because the @odeplot function", ... |
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332 " returned 'true' or the @event function returned 'true'."], |
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333 t(end), tspan(end)); |
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334 endif |
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335 endif |
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336 |
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337 ## Set up return structure |
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338 solution.t = t(:); |
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339 solution.x = x.'; |
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340 |
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341 endfunction |