Figure 1.
3D-Surfaces plot of the exact solution of and , and the approximate solution and , for IVP (7), with , and , at various values of . (a) . (b) . (c) . (d) .
Figure 1.
3D-Surfaces plot of the exact solution of and , and the approximate solution and , for IVP (7), with , and , at various values of . (a) . (b) . (c) . (d) .
Figure 2.
3D-Surfaces plot of exact solutions , and the approximate solutions , for system (20), with , and , at various values of . (a).
Figure 2.
3D-Surfaces plot of exact solutions , and the approximate solutions , for system (20), with , and , at various values of . (a).
Figure 3.
3D-Surfaces Plot of Exact solutions of the approximate solution , for system (33), with , and and , at various values of . (a) (b) (c) :. (d) :.
Figure 3.
3D-Surfaces Plot of Exact solutions of the approximate solution , for system (33), with , and and , at various values of . (a) (b) (c) :. (d) :.
Figure 4.
(a) 2D-Plots of exact solutions (𝓍,𝓉), and the 7-th approximate solutions (𝓍,𝓉) and (𝓍,𝓉), for system (7), with 𝓉 ∈ [0, 0.5], and 𝓍 = 1, at various values of 𝒶. (b) 2D-Plots of exact solutions (𝓍,𝓉), and the 7-th approximate solutions (𝓍,𝓉), for system (7), with 𝓉 ∈ [0, 0.5], and 𝓍 = 1, at various values of 𝒶.
Figure 4.
(a) 2D-Plots of exact solutions (𝓍,𝓉), and the 7-th approximate solutions (𝓍,𝓉) and (𝓍,𝓉), for system (7), with 𝓉 ∈ [0, 0.5], and 𝓍 = 1, at various values of 𝒶. (b) 2D-Plots of exact solutions (𝓍,𝓉), and the 7-th approximate solutions (𝓍,𝓉), for system (7), with 𝓉 ∈ [0, 0.5], and 𝓍 = 1, at various values of 𝒶.
Figure 5.
Plots of exact solutions ((𝓍,𝓉), (𝓍,𝓉)), and the 7-th approximate solutions ( (𝓍,𝓉), (𝓍,𝓉)), for system (20) at various values of 𝒶. (a) 𝓉 ∈ [0, 1], and 𝓍 = 1. (b) 𝓍 ∈ [−10, 10], and 𝓉 = 1.
Figure 5.
Plots of exact solutions ((𝓍,𝓉), (𝓍,𝓉)), and the 7-th approximate solutions ( (𝓍,𝓉), (𝓍,𝓉)), for system (20) at various values of 𝒶. (a) 𝓉 ∈ [0, 1], and 𝓍 = 1. (b) 𝓍 ∈ [−10, 10], and 𝓉 = 1.
Table 1.
Numerical results for Example 1 at .
Table 1.
Numerical results for Example 1 at .
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Table 2.
Numerical results for Example 2 at .
Table 2.
Numerical results for Example 2 at .
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Table 3.
Numerical results for Example 3 at different values of .
Table 3.
Numerical results for Example 3 at different values of .
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Numerical Results of |
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Table 4.
Numerical results of approximated solutions, at 𝓍 = 1, and different values of 𝒶, for Example 1.
Table 4.
Numerical results of approximated solutions, at 𝓍 = 1, and different values of 𝒶, for Example 1.
(𝓍,𝓉) |
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𝓉i | 𝒶 = 1 | 𝒶 = 0.97 | 𝒶 = 0.87 | 𝒶 = 0.77 |
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0.15 | 2.3821389434357910 | 2.3660488221041770 | 2.3164985673552834 | 2.2494580999988480 |
0.30 | 2.2087365789980504 | 2.1798840419417136 | 2.0946691478570347 | 1.9890784760486064 |
0.45 | 2.0010680201298103 | 1.9605498108679509 | 1.8475490983553642 | 1.7270938997910783 |
0.60 | 1.7601838692172317 | 1.7110610843964820 | 1.5871611481074164 | 1.4930439371551603 |
0.75 | 1.4915784441913985 | 1.4404546365696143 | 1.3361912466819796 | 1.3308640595516880 |
0.90 | 1.2068540917157446 | 1.1653285241400642 | 1.1284934441148844 | 1.2968610082469043 |
(𝓍,𝓉) |
𝓉i | 𝒶 = 1 | 𝒶 = 0.97 | 𝒶 = 0.87 | 𝒶 = 0.77 |
0.15 | 0.0448459609008298 | 0.0663869988097889 | 0.129641467880782 | 0.2067709053195330 |
0.30 | 0.2694755209372319 | 0.3009312650284730 | 0.3825827826197465 | 0.4565703174103681 |
0.45 | 0.4988712398275166 | 0.5298370150916816 | 0.5914524244945669 | 0.6089345684206415 |
0.60 | 0.7104868280218981 | 0.7269468972314479 | 0.7268268374287052 | 0.6726093727343672 |
0.75 | 0.8759824453139846 | 0.8623611282911388 | 0.7744858455437431 | 0.7307371590702421 |
0.90 | 0.9661315804048216 | 0.9112450135222343 | 0.7596624176539246 | 0.9841962235906878 |
Table 5.
Numerical results of approximated solutions, at n = 7, 𝓍 = 10, and different values of 𝒶, for Example 2.
Table 5.
Numerical results of approximated solutions, at n = 7, 𝓍 = 10, and different values of 𝒶, for Example 2.
(𝓍,𝓉) |
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𝓉i | 𝒶 = 1 | 𝒶 = 0.95 | 𝒶 = 0.85 | 𝒶 = 0.75 |
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0.2 | −0.4454068138087739 | −0.4366187365008558 | −0.41802625689971980 | −0.3985414981473607 |
0.4 | −0.3646682560957220 | −0.3565811645027616 | −0.34129966933185546 | −0.3275638100454310 |
0.6 | −0.2985651159368848 | −0.2934671682315440 | −0.28497017140893940 | −0.2786635555415501 |
0.8 | −0.2444444422138206 | −0.2429390773523567 | −0.24160764152557102 | −0.2420836601179408 |
1.0 | −0.2001341822594486 | −0.2021160815904085 | −0.20726098237141660 | −0.2132493814323069 |
(𝓍,𝓉) |
𝓉i | 𝒶 = 1 | 𝒶 = 0.95 | 𝒶 = 0.85 | 𝒶 = 0.75 |
0.2 | −0.4454068138087739 | −0.4366187365008558 | −0.41802625689971980 | −0.3985414981473607 |
0.4 | −0.3646682560957220 | −0.3565811645027616 | −0.34129966933185546 | −0.3275638100454310 |
0.6 | −0.2985651159368848 | −0.2934671682315440 | −0.28497017140893940 | −0.2786635555415501 |
0.8 | −0.2444444422138206 | −0.2429390773523567 | −0.24160764152557102 | −0.2420836601179408 |
1.0 | −0.2001341822594486 | −0.2021160815904085 | −0.20726098237141660 | −0.2132493814323069 |
Table 6.
Numerical results of approximated solutions, at y = 0.4 and different values of 𝓍, 𝓉, and 𝒶, with for Example 3.
Table 6.
Numerical results of approximated solutions, at y = 0.4 and different values of 𝓍, 𝓉, and 𝒶, with for Example 3.
(𝓍,𝓎,𝓉) |
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𝓍i | 𝓉i | 𝒶 = 1 | 𝒶 = 0.95 | 𝒶 = 0.75 | 𝒶 = 0.55 |
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0.5 | 0.3 | 1.82211879651767 | 1.781854354922940 | 1.624165815324987 | 1.485973706352699 |
0.6 | 1.34985784739677 | 1.3268102019509882 | 1.259880792227996 | 1.224207523196436 |
0.9 | 0.99997614819763 | 1.0012559086702593 | 1.025844721313154 | 1.048930393543767 |
1 | 0.3 | 3.00416601756121 | 2.937781176251118 | 2.677796726870322 | 2.449956457364802 |
0.6 | 2.22553934542455 | 2.187540202138526 | 2.077192260692827 | 2.018376983245085 |
0.9 | 1.64868194572622 | 1.650791914038841 | 1.691332012464442 | 1.729393851319466 |
1.5 | 0.3 | 4.95303241386767 | 4.8435823139476595 | 4.414940422202281 | 4.039295323546481 |
0.6 | 3.66929405758150 | 3.6066440617774465 | 3.424711063537949 | 3.327741064567730 |
0.9 | 2.71821699253810 | 2.7216957421756143 | 2.788535064766180 | 2.851288428088421 |
(𝓍,𝓎,𝓉) |
𝓍i | 𝓉i | 𝒶 = 1 | 𝒶 = 0.95 | 𝒶 = 0.75 | 𝒶 = 0.55 |
0.5 | 0.3 | 1.49182469578111 | 1.533776716329884 | 1.763906348007679 | 2.173624234307866 |
0.6 | 2.01375221444843 | 2.090517467011799 | 2.500822166419968 | 3.2070987754409066 |
0.9 | 2.71826873386532 | 2.836553335181282 | 3.463909478191494 | 4.5195588991940581 |
1 | 0.3 | 2.45960310809005 | 2.528770296717676 | 2.908189915483245 | 3.5837005096126577 |
0.6 | 3.32011610988061 | 3.446680614632507 | 4.123158700014978 | 5.2876119683057565 |
0.9 | 4.48166748100285 | 4.676685819188771 | 5.711021236474098 | 7.4514928912833001 |
1.5 | 0.3 | 4.05519996178822 | 4.169237376913107 | 4.794794572892834 | 5.9085232580172781 |
0.6 | 5.47394605155433 | 5.682615642654406 | 6.797939451186984 | 8.7177983233542732 |
0.9 | 7.38902050413447 | 7.710551386478182 | 9.415882189994994 | 12.285434828329576 |
(𝓍,𝓎,𝓉) |
𝓍i | 𝓉i | 𝒶 = 1 | 𝒶 = 0.95 | 𝒶 = 0.75 | 𝒶 = 0.55 |
0.5 | 0.3 | 1.22140275663719 | 1.255750166014239 | 1.444164372663361 | 1.7796130062634311 |
0.6 | 1.64872086704781 | 1.711570940089245 | 2.047500015627131 | 2.6257503956122070 |
0.9 | 2.22553020754588 | 2.322373448258833 | 2.836009215673681 | 3.7003018611174463 |
1 | 0.3 | 0.74081821975798 | 0.761650976626866 | 0.8759299696849896 | 1.0793898507221418 |
0.6 | 0.99999975517249 | 1.038120251437302 | 1.2418715352399512 | 1.5925981196913803 |
0.9 | 1.34985230499319 | 1.408590699671533 | 1.7201265405336663 | 2.2443465289594501 |
1.5 | 0.3 | 0.44932896355695 | 0.46196466932427 | 0.5312783823751036 | 0.6546830382456215 |
0.6 | 0.60653051121724 | 0.62965176096531 | 0.7532331615474284 | 0.9659595881935124 |
0.9 | 0.81872680906215 | 0.85435344633685 | 1.0433094854190943 | 1.3612649808335340 |
Table 7.
Numerical comparisons for Example 1 at 𝒶 = 1 and different values of 𝓍 and 𝓉.
Table 7.
Numerical comparisons for Example 1 at 𝒶 = 1 and different values of 𝓍 and 𝓉.
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| 𝓍 = −1 | 𝓍 = 0.5 | 𝓍 = 1 |
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𝓉i | LRPSM | MGMLFM [40] | LRPSM | MGMLFM [40] | LRPSM | MGMLFM [40] |
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0.003 | 5.59911 × 10−9 | 4.51907 × 10−5 | 5.11357 × 10−9 | 4.53038 × 10−5 | 5.59013 × 10−9 | 3.28798 × 10−5 |
0.006 | 4.48282 × 10−8 | 1.79812 × 10−4 | 4.11223 × 10−8 | 1.80805 × 10−4 | 4.46846 × 10−8 | 1.2751 × 10−4 |
0.009 | 1.51413 × 10−7 | 4.02448 × 10−4 | 1.3951 × 10−7 | 4.05897 × 10−4 | 1.50686 × 10−7 | 2.78165 × 10−4 |
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| 𝓍 = −1 | 𝓍 = 0.5 | 𝓍 = 1 |
𝓉i | LRPSM | MGMLFM [40] | LRPSM | MGMLFM [40] | LRPSM | MGMLFM [40] |
0.003 | 5.94837 × 10−9 | 1.3969 × 10−5 | 3.55919 × 10−8 | 2.14755 × 10−5 | 6.02338 × 10−9 | 1.25863 × 10−4 |
0.006 | 4.72882 × 10−8 | 5.5459 × 10−5 | 2.84908 × 10−7 | 8.62386 × 10−5 | 4.84885 × 10−8 | 4.93352 × 10−4 |
0.009 | 1.58592 × 10−7 | 1.23872 × 10−4 | 9.62139 × 10−7 | 1.94798 × 10−4 | 1.64669 × 10−7 | 1.08802 × 10−3 |
Table 8.
Numerical comparisons for Example 1 at different values of 𝓍, 𝒶, and 𝓉 for the function .
Table 8.
Numerical comparisons for Example 1 at different values of 𝓍, 𝒶, and 𝓉 for the function .
𝒶 = 1 |
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(𝓍,𝓉i) | (𝓍,𝓉i)
| LRPSM | MGMLFM [40] |
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(−0.5, 0.003) | 0.0710535459 | 0.0710535408 | 0.0710849 |
(−0.5, 0.006) | 0.0663545199 | 0.0663544797 | 0.0664763 |
(0.5, 0.003) | 1.9195090915 | 1.91950908636 | 1.91955 |
(0.5, 0.006) | 1.9147708158 | 1.91477077469 | 1.91495 |
𝒶 = 0.9 |
(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i) | LRPSM | MGMLFM [40] |
(−0.5, 0.003) | 0.0710535459 | 0.06718985810 | 0.0671357 |
(−0.5, 0.006) | 0.0663545199 | 0.05989588986 | 0.0598679 |
(0.5, 0.003) | 1.9195090915 | 1.91583860783 | 1.91561 |
(0.5, 0.006) | 1.9147708158 | 1.90988083747 | 1.90838 |
𝒶 = 0.8 |
(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i) | LRPSM | MGMLFM [40] |
(−0.5, 0.003) | 0.0710535459 | 0.06066868120 | 0.0600753 |
(−0.5, 0.006) | 0.0663545199 | 0.04976089352 | 0.0489784 |
(0.5, 0.003) | 1.9195090915 | 1.90995039533 | 1.90859 |
(0.5, 0.006) | 1.9147708158 | 1.89876300851 | 1.8977 |
Table 9.
Numerical comparisons for Example 2 at different values of 𝓍, 𝒶, and 𝓉 for the function .
Table 9.
Numerical comparisons for Example 2 at different values of 𝓍, 𝒶, and 𝓉 for the function .
𝒶 = 1 |
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(𝓍,𝓉i) | (𝓍,𝓉i)
| LRPSM | MGMLFM [40] |
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(−10, 0.2) | 0.4454068138 | 0.4454068137 | 0.4454068 |
(−10, 0.4) | 0.3646682570 | 0.3646682476 | 0.3646684 |
(−5, 0.2) | 0.7851007935 | 0.7851007935 | 0.7851008 |
(−5, 0.4) | 0.6427861639 | 0.6427861490 | 0.6427865 |
𝒶 = 0.9 |
(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i) | LRPSM | MGMLFM [40] |
(−10, 0.2) | 0.4454068138 | 0.42747254328 | 0.4274714 |
(−10, 0.4) | 0.3646682570 | 0.34877861288 | 0.3487726 |
(−5, 0.2) | 0.7851007935 | 0.75349665629 | 0.7534867 |
(−5, 0.4) | 0.6427861639 | 0.61477525733 | 0.6147676 |
𝒶 = 0.75 |
(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i) | LRPSM | MGMLFM [40] |
(−10, 0.2) | 0.4454068138 | 0.39855149815 | 0.3985421 |
(−10, 0.4) | 0.3646682570 | 0.32766381008 | 0.3275878 |
(−5, 0.2) | 0.7851007935 | 0.70250317423 | 0.7024943 |
(−5, 0.4) | 0.6427861639 | 0.57749363947 | 0.5774259 |
Table 10.
Numerical comparisons for Example 3 at different values of 𝓍, 𝒶, and 𝓉 for the function .
Table 10.
Numerical comparisons for Example 3 at different values of 𝓍, 𝒶, and 𝓉 for the function .
𝒶 = 1 |
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(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i)
| LRPSM | MGMLFM [40] | FNDM [41] |
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(0.5, 0.4, 0.3) | 1.8221188 | 1.8221188 | 1.8221189 | 1.82217 |
(0.5, 0.4, 0.6) | 1.3498588 | 1.3498578 | 1.3498715 | 1.35131 |
(0.5, 0.4, 0.9) | 1.0000000 | 0.9999761 | 1.00021 | 1.0105 |
(1, 0.4, 0.3) | 3.0041660 | 3.0041660 | 3.0041662 | 3.00424 |
(1, 0.4, 0.6) | 2.2255400 | 2.2255394 | 2.225562 | 2.22793 |
(1, 0.4, 0.9) | 1.6487200 | 1.6486820 | 1.649067 | 1.66603 |
(1.5, 0.4, 0.3) | 4.9530300 | 4.9530324 | 4.9530327 | 4.95316 |
(1.5, 0.4, 0.6) | 3.6693000 | 3.6692940 | 3.6693312 | 3.6323 |
(1.5, 0.4, 0.9) | 2.7182800 | 2.7182169 | 2.718851 | 2.74682 |
𝒶 = 0.9 |
(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i) | LRPSM | MGMLFM [40] | FNDM [41] |
(0.5, 0.4, 0.3) | 1.8221188 | 1.7415823 | 1.74158 | 1.74178 |
(0.5, 0.4, 0.6) | 1.3498588 | 1.3063222 | 1.3063996 | 1.31047 |
(0.5, 0.4, 0.9) | 1.0000000 | 1.0048484 | 1.0058445 | 1.02931 |
(1, 0.4, 0.3) | 3.0041660 | 2.8713838 | 2.871385 | 2.8717 |
(1, 0.4, 0.6) | 2.2255400 | 2.1537611 | 2.1538889 | 2.1606 |
(1, 0.4, 0.9) | 1.6487200 | 1.6567149 | 1.6583572 | 1.69705 |
(1.5, 0.4, 0.3) | 4.9530300 | 4.7341116 | 4.7341143 | 4.73464 |
(1.5, 0.4, 0.6) | 3.6693000 | 3.5509518 | 3.5511624 | 3.56223 |
(1.5, 0.4, 0.9) | 2.7182800 | 2.7314611 | 2.7341689 | 2.79796 |
𝒶 = 0.75 |
(𝓍,𝓎,𝓉i) | (𝓍,𝓎,𝓉i) | LRPSM | MGMLFM [40] | FNDM [41] |
(0.5, 0.4, 0.3) | 1.8221188 | 1.6241658 | 1.6241897 | 1.6256 |
(0.5, 0.4, 0.6) | 1.3498588 | 1.2598808 | 1.2607914 | 1.27791 |
(0.5, 0.4, 0.9) | 1.0000000 | 1.0258447 | 1.033497 | 1.10414 |
(1, 0.4, 0.3) | 3.0041660 | 2.6777967 | 2.6778362 | 2.68017 |
(1, 0.4, 0.6) | 2.2255400 | 2.0771922 | 2.0786935 | 2.10692 |
(1, 0.4, 0.9) | 1.6487200 | 1.6913320 | 1.7039486 | 1.82042 |
(1.5, 0.4, 0.3) | 4.9530300 | 4.4149404 | 4.4150055 | 4.41885 |
(1.5, 0.4, 0.6) | 3.6693000 | 3.4247111 | 3.4271863 | 3.47372 |
(1.5, 0.4, 0.9) | 2.7182800 | 2.7885351 | 2.809336 | 3.00136 |