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. Author manuscript; available in PMC: 2018 Nov 21.
Published in final edited form as: SIAM J Sci Comput. 2017 Nov 21;39(6):B1064–B1101. doi: 10.1137/16M1070475

Table 4.

Convergence of the reduced gradient computed via the SL method to the gradient computed via the RK2A method. We evaluate the reference gradient on a grid of size nx= (512, 512) via the RK2A method with a CFL number of 0.2. For the SL method the reduced gradient is computed on a grid of size nx = (256, 256) and nx = (512, 512) with a varying number of time steps nt. We report the CFL number c, the associated number of time steps nt, the relative 2-error between numerical approximations to the reduced gradient gh, and the wall-clock time for the evaluation of gh. We consider the test problems SMOOTH A and SMOOTH B in Fig. 2 as input data. As a reference, we also provide relative errors for the RK2A scheme.

SMOOTH A SMOOTH B

nxi
c run nt SL time RK2A time run nt SL time RK2A time
256 10 #1 3 2.54E−3 4.51E−1 #2 9 2.28E−2 1.29E0
5 #3 5 9.08E−4 1.02E0 #4 17 2.22E−2 2.19E0
2 #5 11 2.19E−4 1.77E0 #6 41 2.21E−2 3.87E0
1 #7 21 1.31E−4 2.59E0 #8 82 2.20E−2 9.55E0
0.2 #9 102 1.21E−4 1.17E+1 1.21E−4 8.57E0 #10 408 2.20E−2 3.00E+1 2.19E−2 2.74E+1

512 10 #11 5 9.00E−4 3.66E0 #12 17 1.42E−3 7.59E0
5 #13 9 2.74E−4 3.74E0 #14 33 3.94E−4 1.19E+1
2 #15 21 4.93E−5 8.72E0 #16 82 7.89E−5 2.86E+1
1 #17 41 1.23E−5 1.49E+1 #18 163 3.60E−5 6.13E+1
0.2 #19 204 4.87E−7 7.32E+1 0 4.96E+1 #20 815 2.90E−5 2.65E+2 0 2.04E+2