MCP๋กœ ์—ฐ๊ฒฐ โ†’

๊ณ„์‚ฐ ์ž…๋ ฅ

๊ณต์‹

๊ด‘๊ณ 

๊ฒฐ๊ณผ

Hermite polynomial order n = 3
51 points
first Hn(x) = -95, last Hn(x) = 95
i x Hn(x)
0 -2.5 -95
1 -2.4 -81.792
2 -2.3 -69.736
3 -2.2 -58.784
4 -2.1 -48.888
5 -2 -40
6 -1.9 -32.072
7 -1.8 -25.056
8 -1.7 -18.904
9 -1.6 -13.568
10 -1.5 -9
11 -1.4 -5.152
12 -1.3 -1.976
13 -1.2 0.576
14 -1.1 2.552
15 -1 4
16 -0.9 4.968
17 -0.8 5.504
18 -0.7 5.656
19 -0.6 5.472
20 -0.5 5
21 -0.4 4.288
22 -0.3 3.384
23 -0.2 2.336
24 -0.1 1.192
25 0 -0
26 0.1 -1.192
27 0.2 -2.336
28 0.3 -3.384
29 0.4 -4.288
30 0.5 -5
31 0.6 -5.472
32 0.7 -5.656
33 0.8 -5.504
34 0.9 -4.968
35 1 -4
36 1.1 -2.552
37 1.2 -0.576
38 1.3 1.976
39 1.4 5.152
40 1.5 9
41 1.6 13.568
42 1.7 18.904
43 1.8 25.056
44 1.9 32.072
45 2 40
46 2.1 48.888
47 2.2 58.784
48 2.3 69.736
49 2.4 81.792
50 2.5 95

์ด ๊ณ„์‚ฐ๊ธฐ์˜ ๊ธฐ๋Šฅ

์ด ๋„๊ตฌ๋Š” ๋ฌผ๋ฆฌํ•™์ž ์ •์˜์˜ ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹(physicists' Hermite polynomial) \(H_n(x)\)๋ฅผ ํ•˜๋‚˜์˜ ๊ณ ์ •๋œ ์ฐจ์ˆ˜ \(n\)์— ๋Œ€ํ•ด ์—ฌ๋Ÿฌ \(x\) ๊ฐ’์—์„œ ๊ณ„์‚ฐํ•ฉ๋‹ˆ๋‹ค. \((x, H_n(x))\) ์Œ์œผ๋กœ ์ด๋ฃจ์–ด์ง„ ํ‘œ๋ฅผ ์ถœ๋ ฅํ•˜๊ณ  ๊ทธ ๊ณก์„ ์„ ํ•จ๊ป˜ ๊ทธ๋ ค ์ค๋‹ˆ๋‹ค. ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹์€ ์–‘์ž์—ญํ•™(์กฐํ™” ์ง„๋™์ž์˜ ์—๋„ˆ์ง€ ๊ณ ์œ ์ƒํƒœ), ํ™•๋ฅ ๋ก , ์ˆ˜์น˜ํ•ด์„(๊ฐ€์šฐ์Šคโ€“์—๋ฅด๋ฏธํŠธ ๊ตฌ์ ๋ฒ•) ๋“ฑ ๋‹ค์–‘ํ•œ ๋ถ„์•ผ์—์„œ ๋“ฑ์žฅํ•ฉ๋‹ˆ๋‹ค.

์‚ฌ์šฉ ๋ฐฉ๋ฒ•

๋‹คํ•ญ์‹ ์ฐจ์ˆ˜ n(0, 1, 2, 3, โ€ฆ ๊ณผ ๊ฐ™์€ 0 ์ด์ƒ์˜ ์ •์ˆ˜), x์˜ ์ดˆ๊นƒ๊ฐ’, ์ฆ๋ถ„(์—ฐ์†๋œ x ๊ฐ’ ์‚ฌ์ด์˜ ๊ฐ„๊ฒฉ), ๊ทธ๋ฆฌ๊ณ  ๋ฐ˜๋ณต ํšŸ์ˆ˜(์ƒ์„ฑํ•  ํ–‰์˜ ๊ฐœ์ˆ˜)๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”. i๋ฒˆ์งธ x ๊ฐ’์€ i = 0๋ถ€ํ„ฐ countโˆ’1๊นŒ์ง€์— ๋Œ€ํ•ด $$x_i = \text{startX} + i \cdot \text{stepX}$$๋กœ ๊ณ„์‚ฐ๋ฉ๋‹ˆ๋‹ค. ์ฆ๋ถ„์ด ์Œ์ˆ˜์ด๋ฉด ๋‚ด๋ฆผ์ฐจ์ˆœ ํ‘œ๊ฐ€ ๋งŒ๋“ค์–ด์ง€๊ณ , ์ฆ๋ถ„์ด 0์ด๋ฉด ๊ฐ™์€ x๊ฐ€ ๋ฐ˜๋ณต๋ฉ๋‹ˆ๋‹ค.

๊ณต์‹

์—ฌ๊ธฐ์„œ ๋‹ค๋ฃจ๋Š” ๊ฒƒ์€ ๋ฌผ๋ฆฌํ•™์ž ์ •์˜์˜ ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹์œผ๋กœ, ๋ฏธ๋ถ„๋ฐฉ์ •์‹ \(y'' - 2x \cdot y' + 2n \cdot y = 0\)์„ ๋งŒ์กฑํ•˜๋ฉฐ ์ƒ์„ฑํ•จ์ˆ˜ \(\exp(2xt - t^2)\)๋กœ ์ •์˜๋ฉ๋‹ˆ๋‹ค. ๊ณ„์‚ฐ์—๋Š” ์ˆ˜์น˜์ ์œผ๋กœ ์•ˆ์ •์ ์ธ 3ํ•ญ ์ ํ™”์‹์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค: $$H_0(x) = 1, \quad H_1(x) = 2x, \quad H_{k+1}(x) = 2x \cdot H_k(x) - 2k \cdot H_{k-1}(x).$$ ์ด ๋ฐฉ์‹์€ ํŒฉํ† ๋ฆฌ์–ผ ์˜ค๋ฒ„ํ”Œ๋กœ๋ฅผ ํ”ผํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ฐธ๊ณ ๋กœ ์ด๋Š” ํ™•๋ฅ ๋ก ์ž ์ •์˜์˜ \(He_n(x)\)์™€๋Š” ๋‹ค๋ฆ…๋‹ˆ๋‹ค. ํ™•๋ฅ ๋ก ์ž ๋ฒ„์ „์€ \(He_{k+1} = x \cdot He_k - k \cdot He_{k-1}\) ์ ํ™”์‹์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.

๊ฐ ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹์ด ์•ž์˜ ๋‘ ๋‹คํ•ญ์‹์—์„œ ์–ด๋–ป๊ฒŒ ๋งŒ๋“ค์–ด์ง€๋Š”์ง€ ๋ณด์—ฌ์ฃผ๋Š” ์ ํ™” ๊ด€๊ณ„ ํŠธ๋ฆฌ
์‚ผํ•ญ ์ ํ™”์‹์€ ๊ฐ ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹์„ ๋ฐ”๋กœ ์•ž ๋‘ ์ฐจ์ˆ˜๋กœ๋ถ€ํ„ฐ ๋งŒ๋“ค์–ด๋ƒ…๋‹ˆ๋‹ค.

๊ณ„์‚ฐ ์˜ˆ์‹œ

\(n = 3\)์ผ ๋•Œ ์ ํ™”์‹์„ ์ ์šฉํ•˜๋ฉด \(H_2(x) = 4x^2 - 2\), \(H_3(x) = 8x^3 - 12x\)๊ฐ€ ๋ฉ๋‹ˆ๋‹ค. \(x = -2.5\)์—์„œ๋Š” \(8(-15.625) + 30 = -95\)์ด๊ณ , \(x = 0\)์—์„œ๋Š” \(0\), \(x = 2.5\)์—์„œ๋Š” \(+95\)์ž…๋‹ˆ๋‹ค. \(\text{startX} = -2.5\), \(\text{stepX} = 0.1\), ๋ฐ˜๋ณต ํšŸ์ˆ˜ 51๋กœ ์„ค์ •ํ•˜๋ฉด ํ‘œ๋Š” \((-2.5, -95)\)์—์„œ \((0, 0)\)์„ ์ง€๋‚˜ \((2.5, 95)\)๊นŒ์ง€ ์ด์–ด์ง€๋ฉฐ, ๊ธฐํ•จ์ˆ˜ ๋Œ€์นญ์„ ๊ฐ–๋Š” 3์ฐจ ๊ณก์„  ๋ชจ์–‘์„ ๊ทธ๋ฆฝ๋‹ˆ๋‹ค.

์ž์ฃผ ๋ฌป๋Š” ์งˆ๋ฌธ

์–ด๋–ค ์ •์˜๋ฅผ ์‚ฌ์šฉํ•˜๋‚˜์š”? \(H_1(x) = 2x\)์ธ ๋ฌผ๋ฆฌํ•™์ž ์ •์˜ \(H_n\)์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ฒ˜์Œ ๋ช‡ ๊ฐœ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค: \(H_0 = 1\), \(H_1 = 2x\), \(H_2 = 4x^2 - 2\), \(H_4 = 16x^4 - 48x^2 + 12\), \(H_5 = 32x^5 - 160x^3 + 120x\).

n = 0์ด๋ฉด ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? ๋ชจ๋“  \(x\)์— ๋Œ€ํ•ด \(H_0(x) = 1\)์ด๋ฏ€๋กœ, ํ‘œ์™€ ๊ทธ๋ž˜ํ”„๋Š” ๋†’์ด 1์—์„œ ํ‰ํ‰ํ•œ ์ง์„ ์œผ๋กœ ๋‚˜ํƒ€๋‚ฉ๋‹ˆ๋‹ค.

n์ด ์ปค์ง€๋ฉด ๊ฐ’์ด ์™œ ํญ๋ฐœ์ ์œผ๋กœ ์ปค์ง€๋‚˜์š”? ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹์€ ์ฐจ์ˆ˜์™€ \(|x|\)๊ฐ€ ์ปค์งˆ์ˆ˜๋ก ๋งค์šฐ ๋น ๋ฅด๊ฒŒ ์ฆ๊ฐ€ํ•ฉ๋‹ˆ๋‹ค. ๋ฐฐ์ •๋ฐ€๋„(double)๋Š” ์•ฝ \(1\mathrm{e}308\)์„ ๋„˜์œผ๋ฉด ์˜ค๋ฒ„ํ”Œ๋กœ๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ์˜๋ฏธ ์žˆ๋Š” ๊ทธ๋ž˜ํ”„๋ฅผ ์–ป์œผ๋ ค๋ฉด \(n\)๊ณผ \(x\) ๋ฒ”์œ„๋ฅผ ์ ๋‹นํ•œ ์ˆ˜์ค€์œผ๋กœ ์œ ์ง€ํ•˜์„ธ์š”.

๋ฌผ๋ฆฌํ•™์ž ์—๋ฅด๋ฏธํŠธ ๋‹คํ•ญ์‹์˜ ์ฒ˜์Œ ๋ช‡ ๊ฐœ๋ฅผ ๊ฒน์ณ ๊ทธ๋ฆฐ ๊ทธ๋ž˜ํ”„
๋Œ€์นญ x ๋ฒ”์œ„์—์„œ H1๋ถ€ํ„ฐ H4๊นŒ์ง€์˜ ๊ณก์„ ์œผ๋กœ, ์ฐจ์ˆ˜๊ฐ€ ๋†’์•„์งˆ์ˆ˜๋ก ์ง„๋™์ด ์ปค์ง€๋Š” ๋ชจ์Šต์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.
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