MATHEMATICAL SCIENCES MATHEMATICS FOR ENGINEERING 20 FORMULA SHEET FS/1054-1055/19 2021-2021 1. Logarithm and exponential function ax = ex ln a The graph of y = ln x is y ... ........ ....... .... .. ........ ......... ... ......... ........ ... ....... . . . ... . . . ... ... ....... ...... ... ..... ... ..... ..... . .... . . . .. ...................................................................................................................................................................... . ... ... ... ... ... ... . .. ... . ... .... ... ... ... .... ... ... ... ... ... ... ... .... .. y = ln x 0 x 1 2. Trigonometry and hyperbolic functions Trigonometric identities sec2 A = 1 + tan2 A cosec2 A = 1 + cot2 A sin(A ± B) = sin A cos B ± cos A sin B cos(A ± B) = cos A cos B ⌥ sin A sin B tan A ± tan B tan(A ± B) = 1 ⌥ tan A tan B ✓ ◆ ✓ ◆ A+B A B sin A + sin B = 2 sin cos 2 2 ✓ ◆ ✓ ◆ A+B A B sin A sin B = 2 cos sin 2 2 ✓ ◆ ✓ ◆ A+B A B cos A + cos B = 2 cos cos 2 2 ✓ ◆ ✓ ◆ A+B A B cos A cos B = 2 sin sin 2 2 2 sin A cos B = sin(A B) + sin(A + B) 2 cos A cos B = cos(A B) + cos(A + B) 2 sin A sin B = cos(A B) cos(A + B) The graphs of the three elementary trigonometric functions between 2⇡ and 2⇡ are: ... ...... .......... .. .......... . ............. .......... ..... ...... ... ...... ..... ..... ..... ... ......... . . ..... ..... . .... ... .... .. . ... . . . . . ... . ... .. ... ... .... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... . . . . . . . . . .................................................................................................................................................................................................................................................................................................................................................................... . ... ... ... ... .... ... ... ... ... . . . ... . . . . . ... ... ... ... ... .... ... ... ... . . . . . ... . . . ... ... ..... ... ..... .... ..... .... ..... ..... ... ..... ...... ..... ...... .................... ................... ...... ... .. +1 2⇡ 3⇡/2 ⇡ ⇡/2 ⇡/2 1 Graph of cos ✓ 1 ⇡ ✓ 3⇡/2 2⇡ .. ....... .......... .. ....... ......... .................. ....... ........... ..... ...... .... ..... ..... ..... ..... .. ..... . . ... ..... . . . ... ... . .. ... . . . . . . ... ... .. ... .... . . ... . . ... . ... .. ... . . . . . . ... ... . .... .. . . . . . .. ... . .... . . . . . . . . . . . . . . . . ...................................................................................................................................................................................................................................................................................................................................................... . . . . ... ... . . .. ... ... ... ... . . . .. ... ... ... . . . . . . . . ... ... .. ... .. . ... . . . . ... . ... ... .... ... .... ..... ..... .... ..... ..... ... ..... ..... ..... ...... . ........ ............ .................... ..... ........ .... . +1 3⇡/2 2⇡ ⇡ ⇡/2 ⇡ ⇡/2 ✓ 3⇡/2 2⇡ 1 Graph of sin ✓ .. .. . .. . .. . .. . ........ ... .. ... .. ... .. ... .. ......... ... .. ... .. ... .. ... .. . ........ .... .. .... .. .... .. .... .. ... .. . .. . .. . .. . ... ... ... ... ... ... ... ... ... ... ... .. ... .. ... .. ... .. . .. .. .. .. . . . . . ... ... ... ... ... ... ... ... ... ...... ... ... ... ... ... ... ... ... ... ... ... ... .... . .... ... ... ... ... ... ... ... . . . . . ... .. .. .. . . . . . . . . . . . .. . ... ... ... .... ..... .. .. .. .. ... ... ... . . . . . . . . . . . . . . . ................................................................................................................................................................................................................................................................................................................................. . . .. .. .. ... . . . . . . ... .. . . .. . . ... ... ... ... ... . . . . . . . . . ... . . . . . . . . . ... . . . . . . . .. .. ... .. .. ... ... ... ... ... ... ... ... . ... ... ... ... ...... ... ... ... ... ... ... ... ... .. ... ... ... ... .... .... .... .... ... ... .. ... .. ... .. ... .. ... . .. . .. . .. . .. ... . . . . .. ... ... ... ... ... ... ... ... ....... ... ... ... ... ... ... ... ... . . . . . . . . .. .... ... .... ... .... ... .... ... .... ... ... .. ... .. ... .. ... .. 2 1 2⇡ 3⇡/2 ⇡ ⇡/2 ⇡ ⇡/2 3⇡/2 ✓ 2⇡ 1 2 Graph of tan ✓ Relationships for Plane Triangle A ........ .... ................ ......... ..... ......... ..... ......... .... . . ......... . . ......... .... . . . ......... .. . . ......... . . ......... ... . . . ......... . .... ......... . . . ......... .. . . . ......... . ......... .... . . . ......... .. . . ......... . . ....... .... . . . ............................................................................................................................................................................................................................. c B b a C a b c = = sin A sin B sin C a 2 = b2 + c 2 b2 = c2 + a2 2bc cos A, c 2 = a 2 + b2 2ca cos B, Hyperbolic functions cosh x = 1 x e +e 2 x cosh2 x , sinh x = 1 x e 2 e x . sinh2 x = 1 The graphs of sinh x, cosh x and tanh x are y ... ....... ... . ......... ... ... ... .. .... ... .. . . . . ... .... ... ... ... ... ... ... .. ... ... ... . . . . ... .... ... ... ... ... ... .. ... ... ... ... . . . . . ... ... ... .... ... ..... ... .... ..... ..... ..... ... ..... ...... . . . . . . . .......... . .......... .......... .... .. .... ... . .. .......................................................................................................................................................... . .... .. ..... .. .... 1 y = cosh x x y .. ........ .. ......... ... .. .... .. ... . . .. ... ... ... ... ... ... ... . ... . ... ... .. ... ..... .... ........ ........... . ............................................................................................................................................................... . ..... .. ..... .. .... .... . . . ... .. . . . ... .... ... ... ... ... ... ... ... . .. ... . .. ... . .. ... . .. ... y = sinh x x 2 2ab cos C y . ....... .......... ... ... .. . .... .... .... .... .... .... .... .... .... .... .... .... .... .... .... .... .... ....... .... .... .... .... .... .... .... ......................................................................................... ... .. .............. ... ........... ........ ... ....... . . . . . ... ... ... ........... . .. . .................................................................................................................................................................................................................................................................................... . ..... ... . . . . . . .... . . . . . . . . .... . . . . . . . . ........ .... .......... . ................ .................................................................................. .... .... .... .... .... .... .... ....... .... .... .... .... .... .... .... .... .... .... .... .... .... .... .... .... .. .... 1 y = tanh x x Formulae involving the hyperbolic functions may be obtained from the corresponding trigonometric ones on the previous page by replacing every product of sines and implied sines by minus the corresponding product of hyperbolic sines. Thus, for instance, tan A tan B is an implied product of sines since it can be written (sin A sin B)/(cos A cos B) and so, to obtain the corresponding formula, terms in tan A tan B would be replaced by tanh A tanh B. 3. Di↵erentiation function derivative tan x sec2 x cot x cosec2 x sec x sec x tan x cosec x cosec x cot x sinh x cosh x cosh x sinh x tanh x sech2 x 1 tan x sin 1 x cos 1 x sinh 1 x cosh 1 x tanh 1 x 1 1 + x2 1 p 1 x2 1 p 1 x2 1 p 1 + x2 1 p x2 1 1 1 x2 4. Complex numbers Euler’s formula e±j✓ = cos ✓ ± j sin ✓. 3 5. Vectors Triple vector product a ⇥ (b ⇥ c) = (a · c)b 6. Matrices The inverse of a matrix A can be expressed A 1 = (a · b)c adjA |A| 7. Newton Raphson iteration formula If xn is an approximation to a root of f (x) = 0 then a better approximation is usually xn+1 = xn f (xn ) f 0 (xn ) 8. Approximate integration In the following approximations fr = f (xr ) , where xr = x0 + rh . 1. Trapezium rule Z xn x0 f (x) dx ⇡ h ✓ 1 f0 + f1 + f2 + . . . + fn 2 1 1 + fn 2 ◆ 2. Simpson’s rule (in which n must be even) Z xn x0 9. Power series f (x) dx ⇡ 1 ⇣ h f0 + 4 (f1 + f3 + . . . + fn 3 1) + 2 (f2 + f4 + . . . + fn n(n 1) 2 (1 + x) = 1 + nx + x + ... + 2! n where ✓ ◆ n(n n = r 1)(n 2) . . . (n r! 2) ✓ ◆ n xr + . . . , r r + 1) . If n is a positive integer the above series terminates and is convergent for all x. If n is not a positive integer the series is infinite and converges for |x| < 1. ex = 1 + x + ln(1 + x) = x cos x = 1 sin x = x x2 xr + ... + + ... 2! r! x2 x3 + 2 3 x2 x4 + 2! 4! x5 x3 + 3! 5! . . . + ( 1)r+1 ... + ... + for all x xr + ... r ( 1)r x2r + ... (2r)! ( 1)r x2r+1 + ... (2r + 1)! 4 for 1<x1 for all x for all x + fn ⌘ Taylor’s theorem f (x) = f (a) + (x a)f 0 (a) + where Rn (x) = a)2 (x 2! f 00 (a) + . . . + (x a)n+1 (n+1) f (c), (n + 1)! a)n (n) f (a) + Rn (x) , n! (x a<c<x 10. Fourier series The Fourier series expansion of a piecewise continuous periodic function f (t) of period T is ✓ ◆ ✓ ◆◆ 1 ✓ X 1 2n⇡t 2n⇡t a0 + an cos + bn sin , 2 T T n=1 where 2 an = T T /2 Z f (t) cos T /2 ✓ 2n⇡t T ◆ 2 bn = T dt, T /2 Z ✓ f (t) sin T /2 2n⇡t T ◆ dt, 11. Laplace transforms Table L {f (t)} ⌘ F (s) f (t) A , s 1 , s a A eat tn , n! n = 1, 2 . . . Re(s) > 0 ! , s2 + ! 2 s , s2 + ! 2 cos !t eat f (t) Re(s) > 0 Re(s) > 0 F (s tn f (t) a) ( 1)n df dt sF (s) d2 f dt2 f (t Re(s) > a , sn+1 sin !t H(t Re(s) > 0 s2 F (s) d F dsn f (0) sf (0) as e a) a)H(t n s a) e 5 as F (s) df (0) dt for n = 0, 1, 2, . . . 12. Statistics Mean X= variance 2 SX = 1 n 8 n <X 1 : i=1 n 1 X Xi , n i=1 Xi 2 1 n n X i=1 Xi !2 9 = ; . Tables of the cumulative distribution function of the standard normal distribution are given below: z (z) (z) z 0.0 0.5 1.0 1.5 2.0 2.5 3.0 .5000 .6915 .8413 .9332 .9772 .9938 .9987 0.90 0.95 0.975 0.99 0.995 0.999 0.9995 1.2816 1.6449 1.9600 2.3263 2.5758 3.0902 3.2905 End of Formula Sheet 6