University Mathematics Equation Database

A reference database of 200 math problems for accessibility & layout verification (WCAG 2.2 compliant)

Algebra & Pre-Calculus

1. Quadratic Formula

x=b±b24ac2a

Accessibility Description: x equals negative b plus or minus the square root of b squared minus 4 a c, all over 2 a

Unicode Linear Math Equivalent: x = (-b ± \sqrt(b^2 - 4ac))/2a

Keyboard Complexity Score (KCS): 52.5

2. Binomial Theorem

(x+y)n=k=0n(nk)xnkyk

Accessibility Description: x plus y to the power of n equals the sum from k equals 0 to n of n choose k times x to the power of n minus k times y to the power of k

Unicode Linear Math Equivalent: (x+y)^n = \sum_(k=0)^n \binom(n&k) x^(n-k) y^k

Keyboard Complexity Score (KCS): 74.0

3. Logarithm Change of Base

logab=logcblogca

Accessibility Description: log base a of b equals log base c of b over log base c of a

Unicode Linear Math Equivalent: \log_a b = (\log_c b)/(\log_c a)

Keyboard Complexity Score (KCS): 61.5

4. Arithmetic Series Sum

Sn=n2(a1+an)

Accessibility Description: sum of arithmetic series S n equals n over 2 times the quantity a 1 plus a n

Unicode Linear Math Equivalent: S_n = n/2(a_1 + a_n)

Keyboard Complexity Score (KCS): 45.0

5. Geometric Series Sum

Sn=a1rn1r

Accessibility Description: sum of geometric series S n equals a times the fraction 1 minus r to the power of n over 1 minus r

Unicode Linear Math Equivalent: S_n = a (1-r^n)/(1-r)

Keyboard Complexity Score (KCS): 44.0

6. Euler's Identity

eiπ+1=0

Accessibility Description: e to the power of i pi plus 1 equals 0

Unicode Linear Math Equivalent: e^(iπ) + 1 = 0

Keyboard Complexity Score (KCS): 20.0

7. De Moivre's Theorem

(cosθ+isinθ)n=cos(nθ)+isin(nθ)

Accessibility Description: the quantity cos theta plus i sin theta to the power of n equals cos of n theta plus i sin of n theta

Unicode Linear Math Equivalent: (\cosθ + i\sinθ)^n = \cos(nθ) + i\sin(nθ)

Keyboard Complexity Score (KCS): 58.0

8. Pythagorean Identity

sin2θ+cos2θ=1

Accessibility Description: sin squared theta plus cos squared theta equals 1

Unicode Linear Math Equivalent: \sin^2θ + \cos^2θ = 1

Keyboard Complexity Score (KCS): 31.0

9. Double Angle Sine

sin(2θ)=2sinθcosθ

Accessibility Description: sin of 2 theta equals 2 sin theta cos theta

Unicode Linear Math Equivalent: \sin(2θ) = 2\sinθ\cosθ

Keyboard Complexity Score (KCS): 28.5

10. Double Angle Cosine

cos(2θ)=cos2θsin2θ

Accessibility Description: cos of 2 theta equals cos squared theta minus sin squared theta

Unicode Linear Math Equivalent: \cos(2θ) = \cos^2θ - \sin^2θ

Keyboard Complexity Score (KCS): 40.5

11. Difference of Squares

a2b2=(ab)(a+b)

Accessibility Description: a squared minus b squared equals the quantity a minus b times the quantity a plus b

Unicode Linear Math Equivalent: a^2 - b^2 = (a-b)(a+b)

Keyboard Complexity Score (KCS): 33.0

12. Difference of Cubes

a3b3=(ab)(a2+ab+b2)

Accessibility Description: a cubed minus b cubed equals the quantity a minus b times the quantity a squared plus a b plus b squared

Unicode Linear Math Equivalent: a^3 - b^3 = (a-b)(a^2 + ab + b^2)

Keyboard Complexity Score (KCS): 51.0

13. Roots of Complex Number

z1/n=r1/neiθ+2kπn

Accessibility Description: z to the 1 over n power equals r to the 1 over n power times e to the power of i times the fraction theta plus 2 k pi over n

Unicode Linear Math Equivalent: z^(1/n) = r^(1/n) e^{i (θ + 2kπ)/n}

Keyboard Complexity Score (KCS): 69.0

14. AM-GM Inequality

x1+x22x1x2

Accessibility Description: the fraction x 1 plus x 2 over 2 is greater than or equal to the square root of x 1 times x 2

Unicode Linear Math Equivalent: (x_1 + x_2)/2 ≥ \sqrt(x_1 x_2)

Keyboard Complexity Score (KCS): 62.5

15. Compound Interest

A=P(1+rn)nt

Accessibility Description: A equals P times the quantity 1 plus r over n to the power of n t

Unicode Linear Math Equivalent: A = P ≤ft(1 + r/n\right)^(nt)

Keyboard Complexity Score (KCS): 52.5

16. Continuous Compounding

A=Pert

Accessibility Description: A equals P times e to the power of r t

Unicode Linear Math Equivalent: A = P e^(rt)

Keyboard Complexity Score (KCS): 19.0

17. Hyperbolic Sine

sinhx=exex2

Accessibility Description: hyperbolic sine of x equals e to the x minus e to the negative x, all over 2

Unicode Linear Math Equivalent: \sinh x = (e^x - e^(-x))/2

Keyboard Complexity Score (KCS): 49.5

18. Hyperbolic Cosine

coshx=ex+ex2

Accessibility Description: hyperbolic cosine of x equals e to the x plus e to the negative x, all over 2

Unicode Linear Math Equivalent: \cosh x = (e^x + e^(-x))/2

Keyboard Complexity Score (KCS): 50.5

19. Trig Sum Angle Sine

sin(α+β)=sinαcosβ+cosαsinβ

Accessibility Description: sin of alpha plus beta equals sin alpha cos beta plus cos alpha sin beta

Unicode Linear Math Equivalent: \sin(α + β) = \sinα\cosβ + \cosα\sinβ

Keyboard Complexity Score (KCS): 48.5

20. Trig Sum Angle Cosine

cos(α+β)=cosαcosβsinαsinβ

Accessibility Description: cos of alpha plus beta equals cos alpha cos beta minus sin alpha sin beta

Unicode Linear Math Equivalent: \cos(α + β) = \cosα\cosβ - \sinα\sinβ

Keyboard Complexity Score (KCS): 47.5

21. Law of Sines

asinA=bsinB=csinC

Accessibility Description: a over sin A equals b over sin B equals c over sin C

Unicode Linear Math Equivalent: a/(\sin A) = b/(\sin B) = c/(\sin C)

Keyboard Complexity Score (KCS): 55.5

22. Law of Cosines

c2=a2+b22abcosC

Accessibility Description: c squared equals a squared plus b squared minus 2 a b cos C

Unicode Linear Math Equivalent: c^2 = a^2 + b^2 - 2ab\cos C

Keyboard Complexity Score (KCS): 39.5

23. Logarithm Product Rule

logb(xy)=logbx+logby

Accessibility Description: log base b of x y equals log base b of x plus log base b of y

Unicode Linear Math Equivalent: \log_b (xy) = \log_b x + \log_b y

Keyboard Complexity Score (KCS): 49.5

24. Logarithm Quotient Rule

logb(xy)=logbxlogby

Accessibility Description: log base b of x over y equals log base b of x minus log base b of y

Unicode Linear Math Equivalent: \log_b ≤ft(x/y\right) = \log_b x - \log_b y

Keyboard Complexity Score (KCS): 72.0

25. Golden Ratio

ϕ=1+52

Accessibility Description: phi equals 1 plus square root of 5, all over 2

Unicode Linear Math Equivalent: φ = (1 + \sqrt 5)/2

Keyboard Complexity Score (KCS): 27.5

Calculus I & II (Single Variable)

26. Definition of Derivative

f(x)=limh0f(x+h)f(x)h

Accessibility Description: f prime of x equals the limit as h approaches 0 of f of x plus h minus f of x, all over h

Unicode Linear Math Equivalent: f'(x) = \lim_(h → 0) (f(x+h) - f(x))/h

Keyboard Complexity Score (KCS): 65.5

27. Chain Rule

dydx=dydu·dudx

Accessibility Description: d y d x equals d y d u times d u d x

Unicode Linear Math Equivalent: dy/dx = dy/du · du/dx

Keyboard Complexity Score (KCS): 27.0

28. Integration by Parts

udv=uvvdu

Accessibility Description: the integral of u d v equals u v minus the integral of v d u

Unicode Linear Math Equivalent: ∫ u dv = uv - ∫ v du

Keyboard Complexity Score (KCS): 20.0

29. Fundamental Theorem of Calculus I

ddxaxf(t)dt=f(x)

Accessibility Description: the derivative with respect to x of the integral from a to x of f of t d t equals f of x

Unicode Linear Math Equivalent: d/dx ∫_a^x f(t) dt = f(x)

Keyboard Complexity Score (KCS): 47.0

30. Fundamental Theorem of Calculus II

abf(x)dx=F(b)F(a)

Accessibility Description: the integral from a to b of f of x d x equals F of b minus F of a

Unicode Linear Math Equivalent: ∫_a^b f(x) dx = F(b) - F(a)

Keyboard Complexity Score (KCS): 41.0

31. Taylor Series Expansion

f(x)=n=0f(n)(a)n!(xa)n

Accessibility Description: f of x equals the sum from n equals 0 to infinity of f to the n-th derivative at a over n factorial times x minus a to the n-th power

Unicode Linear Math Equivalent: f(x) = \sum_(n=0)^(∞) (f^((n))(a))/(n!) (x-a)^n

Keyboard Complexity Score (KCS): 91.5

32. Maclaurin Series for e^x

ex=n=0xnn!

Accessibility Description: e to the x equals the sum from n equals 0 to infinity of x to the n over n factorial

Unicode Linear Math Equivalent: e^x = \sum_(n=0)^(∞) (x^n)/(n!)

Keyboard Complexity Score (KCS): 65.5

33. Maclaurin Series for sin x

sinx=n=0(1)nx2n+1(2n+1)!

Accessibility Description: sin x equals the sum from n equals 0 to infinity of negative 1 to the n times x to the 2 n plus 1 power over 2 n plus 1 factorial

Unicode Linear Math Equivalent: \sin x = \sum_(n=0)^(∞) ((-1)^n x^(2n+1))/((2n+1)!)

Keyboard Complexity Score (KCS): 95.0

34. Maclaurin Series for cos x

cosx=n=0(1)nx2n(2n)!

Accessibility Description: cos x equals the sum from n equals 0 to infinity of negative 1 to the n times x to the 2 n power over 2 n factorial

Unicode Linear Math Equivalent: \cos x = \sum_(n=0)^(∞) ((-1)^n x^(2n))/((2n)!)

Keyboard Complexity Score (KCS): 89.0

35. Limit of sin(x)/x

limx0sinxx=1

Accessibility Description: limit as x approaches 0 of sin x over x equals 1

Unicode Linear Math Equivalent: \lim_(x → 0) (\sin x)/x = 1

Keyboard Complexity Score (KCS): 49.0

36. Limit Definition of e

e=limn(1+1n)n

Accessibility Description: e equals the limit as n approaches infinity of the quantity 1 plus 1 over n to the power of n

Unicode Linear Math Equivalent: e = \lim_(n → ∞) ≤ft(1 + 1/n\right)^n

Keyboard Complexity Score (KCS): 63.0

37. Derivative of ln(x)

ddx(lnx)=1x

Accessibility Description: the derivative with respect to x of ln x equals 1 over x

Unicode Linear Math Equivalent: d/dx (\ln x) = 1/x

Keyboard Complexity Score (KCS): 25.5

38. Integral of 1/x

1xdx=ln|x|+C

Accessibility Description: the integral of 1 over x d x equals ln of absolute value of x plus C

Unicode Linear Math Equivalent: ∫ 1/x dx = \ln|x| + C

Keyboard Complexity Score (KCS): 28.5

39. Gaussian Integral

ex2dx=π

Accessibility Description: the integral from negative infinity to infinity of e to the negative x squared d x equals the square root of pi

Unicode Linear Math Equivalent: ∫_(-∞)^(∞) e^(-x^2) dx = \sqrt(π)

Keyboard Complexity Score (KCS): 56.5

40. Newton-Raphson Method

xn+1=xnf(xn)f(xn)

Accessibility Description: x sub n plus 1 equals x sub n minus f of x sub n over f prime of x sub n

Unicode Linear Math Equivalent: x_(n+1) = x_n - (f(x_n))/(f'(x_n))

Keyboard Complexity Score (KCS): 69.0

41. Arc Length of Curve

L=ab1+[f(x)]2dx

Accessibility Description: arc length L equals the integral from a to b of the square root of 1 plus f prime of x squared d x

Unicode Linear Math Equivalent: L = ∫_a^b \sqrt(1 + [f'(x)]^2) dx

Keyboard Complexity Score (KCS): 51.5

42. Volume of Revolution (Disk)

V=πab[f(x)]2dx

Accessibility Description: volume V equals pi times the integral from a to b of f of x squared d x

Unicode Linear Math Equivalent: V = π ∫_a^b [f(x)]^2 dx

Keyboard Complexity Score (KCS): 35.0

43. L'Hopital's Rule

limxcf(x)g(x)=limxcf(x)g(x)

Accessibility Description: limit as x approaches c of f of x over g of x equals the limit as x approaches c of f prime of x over g prime of x

Unicode Linear Math Equivalent: \lim_(x → c) (f(x))/(g(x)) = \lim_(x → c) (f'(x))/(g'(x))

Keyboard Complexity Score (KCS): 100.0

44. Mean Value Theorem

f(c)=f(b)f(a)ba

Accessibility Description: f prime of c equals f of b minus f of a over b minus a

Unicode Linear Math Equivalent: f'(c) = (f(b) - f(a))/(b - a)

Keyboard Complexity Score (KCS): 41.0

45. Derivative of Quotient

(fg)=fgfgg2

Accessibility Description: the derivative of f over g equals f prime g minus f g prime all over g squared

Unicode Linear Math Equivalent: ≤ft(f/g\right)' = (f'g - fg')/(g^2)

Keyboard Complexity Score (KCS): 49.5

46. Sum of infinite p-series

n=11n2=π26

Accessibility Description: the sum from n equals 1 to infinity of 1 over n squared equals pi squared over 6

Unicode Linear Math Equivalent: \sum_(n=1)^(∞) 1/(n^2) = (π^2)/6

Keyboard Complexity Score (KCS): 67.5

47. Improper Integral Definition

af(x)dx=limtatf(x)dx

Accessibility Description: the integral from a to infinity of f of x d x equals the limit as t approaches infinity of the integral from a to t of f of x d x

Unicode Linear Math Equivalent: ∫_a^(∞) f(x) dx = \lim_(t → ∞) ∫_a^t f(x) dx

Keyboard Complexity Score (KCS): 68.5

48. Secant Derivative

ddx(secx)=secxtanx

Accessibility Description: the derivative with respect to x of secant x equals secant x tangent x

Unicode Linear Math Equivalent: d/dx (\sec x) = \sec x \tan x

Keyboard Complexity Score (KCS): 37.5

49. Inverse Trig Derivative

ddx(arctanx)=11+x2

Accessibility Description: the derivative with respect to x of arctangent x equals 1 over 1 plus x squared

Unicode Linear Math Equivalent: d/dx (\arctan x) = 1/(1 + x^2)

Keyboard Complexity Score (KCS): 43.5

50. Area of Polar Region

A=12αβ[r(θ)]2dθ

Accessibility Description: area A equals 1 half the integral from alpha to beta of r of theta squared d theta

Unicode Linear Math Equivalent: A = 1/2 ∫_(α)^(β) [r(θ)]^2 dθ

Keyboard Complexity Score (KCS): 57.0

Calculus III & Vector Calculus (Multivariable)

51. Gradient Operator

f=fx𝐢+fy𝐣+fz𝐤

Accessibility Description: gradient of f equals partial of f with respect to x i plus partial of f with respect to y j plus partial of f with respect to z k

Unicode Linear Math Equivalent: ∇ f = (∂ f)/(∂ x)i + (∂ f)/(∂ y)j + (∂ f)/(∂ z)k

Keyboard Complexity Score (KCS): 68.0

52. Divergence of Field

·𝐅=Fxx+Fyy+Fzz

Accessibility Description: divergence of F equals partial of F x with respect to x plus partial of F y with respect to y plus partial of F z with respect to z

Unicode Linear Math Equivalent: ∇ · F = (∂ F_x)/(∂ x) + (∂ F_y)/(∂ y) + (∂ F_z)/(∂ z)

Keyboard Complexity Score (KCS): 96.0

53. Curl of Field

×𝐅=det(𝐢𝐣𝐤xyzFxFyFz)

Accessibility Description: curl of F equals the determinant of the 3 by 3 matrix with row 1 i j k, row 2 partials, row 3 components of F

Unicode Linear Math Equivalent: ∇ × F = \det ±atrix(i&j&k@(∂)/(∂ x)&(∂)/(∂ y)&(∂)/(∂ z)@F_x&F_y&F_z)

Keyboard Complexity Score (KCS): 110.5

54. Directional Derivative

D𝐮f=f·𝐮

Accessibility Description: directional derivative of f in direction u equals gradient of f dot u

Unicode Linear Math Equivalent: D_{u} f = ∇ f · u

Keyboard Complexity Score (KCS): 23.0

55. Green's Theorem

C(Pdx+Qdy)=D(QxPy)dA

Accessibility Description: line integral around C of P d x plus Q d y equals double integral over D of partial of Q with respect to x minus partial of P with respect to y d A

Unicode Linear Math Equivalent: \oint_C (P dx + Q dy) = \iint_D ≤ft((∂ Q)/(∂ x) - (∂ P)/(∂ y)\right) dA

Keyboard Complexity Score (KCS): 115.5

56. Stokes' Theorem

C𝐅·d𝐫=S(×𝐅)·d𝐒

Accessibility Description: line integral around C of F dot d r equals double surface integral over S of curl of F dot d S

Unicode Linear Math Equivalent: \oint_C F · dr = \iint_S (∇ × F) · dS

Keyboard Complexity Score (KCS): 53.0

57. Divergence Theorem

S𝐅·d𝐒=E(·𝐅)dV

Accessibility Description: double surface integral over S of F dot d S equals triple volume integral over E of divergence of F d V

Unicode Linear Math Equivalent: \iint_S F · dS = \iiint_E (∇ · F) dV

Keyboard Complexity Score (KCS): 53.0

58. Jacobian Determinant

J(u,v)=det(xuxvyuyv)

Accessibility Description: Jacobian J of u v equals determinant of the 2 by 2 matrix of partial derivatives

Unicode Linear Math Equivalent: J(u, v) = \det ±atrix((∂ x)/(∂ u)&(∂ x)/(∂ v)@(∂ y)/(∂ u)&(∂ y)/(∂ v))

Keyboard Complexity Score (KCS): 103.5

59. Double Integral in Polar

Rf(x,y)dA=Sf(rcosθ,rsinθ)rdrdθ

Accessibility Description: double integral of f of x y d A equals double polar integral of f of r cos theta, r sin theta times r d r d theta

Unicode Linear Math Equivalent: \iint_R f(x, y) dA = \iint_S f(r\cosθ, r\sinθ) r dr dθ

Keyboard Complexity Score (KCS): 73.0

60. Spherical Volume Element

dV=ρ2sinϕdρdϕdθ

Accessibility Description: volume element d V equals rho squared sin phi d rho d phi d theta

Unicode Linear Math Equivalent: dV = ρ^2 \sinφ dρ dφ dθ

Keyboard Complexity Score (KCS): 28.5

61. Cylindrical Volume Element

dV=rdzdrdθ

Accessibility Description: volume element d V equals r d z d r d theta

Unicode Linear Math Equivalent: dV = r dz dr dθ

Keyboard Complexity Score (KCS): 16.0

62. Equation of a Plane

a(xx0)+b(yy0)+c(zz0)=0

Accessibility Description: a times x minus x 0 plus b times y minus y 0 plus c times z minus z 0 equals 0

Unicode Linear Math Equivalent: a(x-x_0) + b(y-y_0) + c(z-z_0) = 0

Keyboard Complexity Score (KCS): 51.0

63. Partial Derivative Chain Rule

zu=zxxu+zyyu

Accessibility Description: partial of z with respect to u equals partial of z with respect to x times partial of x with respect to u plus partial of z with respect to y times partial of y with respect to u

Unicode Linear Math Equivalent: (∂ z)/(∂ u) = (∂ z)/(∂ x)(∂ x)/(∂ u) + (∂ z)/(∂ y)(∂ y)/(∂ u)

Keyboard Complexity Score (KCS): 92.0

64. Clairaut's Theorem

2fxy=2fyx

Accessibility Description: second partial of f with respect to x then y equals second partial of f with respect to y then x

Unicode Linear Math Equivalent: (∂^2 f)/(∂ x ∂ y) = (∂^2 f)/(∂ y ∂ x)

Keyboard Complexity Score (KCS): 55.0

65. Tangent Plane Equation

zz0=fx(x0,y0)(xx0)+fy(x0,y0)(yy0)

Accessibility Description: z minus z 0 equals f x at x 0 y 0 times x minus x 0 plus f y at x 0 y 0 times y minus y 0

Unicode Linear Math Equivalent: z - z_0 = f_x(x_0, y_0)(x - x_0) + f_y(x_0, y_0)(y - y_0)

Keyboard Complexity Score (KCS): 93.0

66. Curvature of Vector Function

κ=𝐓(t)𝐫(t)

Accessibility Description: curvature kappa equals the norm of T prime of t over the norm of r prime of t

Unicode Linear Math Equivalent: κ = (\|T'(t)\|)/(\|r'(t)\|)

Keyboard Complexity Score (KCS): 48.0

67. Unit Normal Vector

𝐍(t)=𝐓(t)𝐓(t)

Accessibility Description: unit normal N of t equals T prime of t over the norm of T prime of t

Unicode Linear Math Equivalent: N(t) = (T'(t))/(\|T'(t)\|)

Keyboard Complexity Score (KCS): 46.0

68. Arc Length of Space Curve

s(t)=at𝐫(u)du

Accessibility Description: arc length s of t equals the integral from a to t of the norm of r prime of u d u

Unicode Linear Math Equivalent: s(t) = ∫_a^t \|r'(u)\| du

Keyboard Complexity Score (KCS): 40.0

69. Lagrange Multipliers

f=λg

Accessibility Description: gradient of f equals lambda times gradient of g

Unicode Linear Math Equivalent: ∇ f = λ ∇ g

Keyboard Complexity Score (KCS): 11.0

70. Second Derivative Test (Multivariable)

D=fxx(a,b)fyy(a,b)[fxy(a,b)]2

Accessibility Description: discriminant D equals f x x at a b times f y y at a b minus f x y at a b squared

Unicode Linear Math Equivalent: D = f_(xx)(a,b)f_(yy)(a,b) - [f_(xy)(a,b)]^2

Keyboard Complexity Score (KCS): 69.0

71. Equation of Sphere

(xa)2+(yb)2+(zc)2=R2

Accessibility Description: x minus a squared plus y minus b squared plus z minus c squared equals R squared

Unicode Linear Math Equivalent: (x-a)^2 + (y-b)^2 + (z-c)^2 = R^2

Keyboard Complexity Score (KCS): 54.0

72. Work done by Vector Field

W=C𝐅·d𝐫

Accessibility Description: work W equals the line integral over C of F dot d r

Unicode Linear Math Equivalent: W = ∫_C F · dr

Keyboard Complexity Score (KCS): 20.0

73. Surface Area Integral

A(S)=D1+(zx)2+(zy)2dA

Accessibility Description: surface area A of S equals double integral over D of the square root of 1 plus partial of z with respect to x squared plus partial of z with respect to y squared d A

Unicode Linear Math Equivalent: A(S) = \iint_D \sqrt{1 + ≤ft((∂ z)/(∂ x)\right)^2 + ≤ft((∂ z)/(∂ y)\right)^2} dA

Keyboard Complexity Score (KCS): 133.0

74. Laplace's Equation

2f=2fx2+2fy2+2fz2=0

Accessibility Description: Laplacian of f equals second partial of f with respect to x plus second partial of f with respect to y plus second partial of f with respect to z equals 0

Unicode Linear Math Equivalent: ∇^2 f = (∂^2 f)/(∂ x^2) + (∂^2 f)/(∂ y^2) + (∂^2 f)/(∂ z^2) = 0

Keyboard Complexity Score (KCS): 114.0

75. Flux of Field across Surface

Φ=S𝐅·𝐧dS

Accessibility Description: flux Phi equals double integral over S of F dot n d S

Unicode Linear Math Equivalent: Φ = \iint_S F · n dS

Keyboard Complexity Score (KCS): 27.5

Linear Algebra

76. Matrix Multiplication Entry

cij=k=1naikbkj

Accessibility Description: c i j equals the sum from k equals 1 to n of a i k times b k j

Unicode Linear Math Equivalent: c_(ij) = \sum_(k=1)^n a_(ik) b_(kj)

Keyboard Complexity Score (KCS): 59.5

77. Characteristic Equation

det(AλI)=0

Accessibility Description: determinant of A minus lambda I equals 0

Unicode Linear Math Equivalent: \det(A - λ I) = 0

Keyboard Complexity Score (KCS): 22.5

78. Eigenvalue Eigenvector Definition

A𝐯=λ𝐯

Accessibility Description: matrix A times vector v equals lambda times vector v

Unicode Linear Math Equivalent: Av = λv

Keyboard Complexity Score (KCS): 8.0

79. Matrix Inverse 2x2

A1=1detA(dbca)

Accessibility Description: inverse of A equals 1 over determinant of A times 2 by 2 matrix with row 1 d negative b, row 2 negative c a

Unicode Linear Math Equivalent: A^(-1) = 1/(\det A) ±atrix(d&-b@-c&a)

Keyboard Complexity Score (KCS): 64.5

80. Linear Combination

𝐯=c1𝐯1+c2𝐯2++ck𝐯k

Accessibility Description: vector v equals c 1 v 1 plus c 2 v 2 plus through c k v k

Unicode Linear Math Equivalent: v = c_1v_1 + c_2v_2 + s \dot + c_kv_k

Keyboard Complexity Score (KCS): 59.5

81. Dot Product Definition

𝐮·𝐯=i=1nuivi

Accessibility Description: u dot v equals sum from i equals 1 to n of u i v i

Unicode Linear Math Equivalent: u · v = \sum_(i=1)^n u_i v_i

Keyboard Complexity Score (KCS): 43.5

82. Vector Norm (L2)

𝐯=v12+v22++vn2

Accessibility Description: norm of v equals the square root of v 1 squared plus through v n squared

Unicode Linear Math Equivalent: \|v\| = \sqrt(v_1^2 + v_2^2 + s \dot + v_n^2)

Keyboard Complexity Score (KCS): 78.0

83. Angle between Vectors

cosθ=𝐮·𝐯𝐮𝐯\shallow

Accessibility Description: cos theta equals u dot v over the product of the norm of u and the norm of v

Unicode Linear Math Equivalent: \cosθ = (u · v)/(\|u\| \|v\shallow)

Keyboard Complexity Score (KCS): 51.5

84. Projection of u onto v

proj𝐯𝐮=𝐮·𝐯𝐯2𝐯

Accessibility Description: projection of u onto v equals u dot v over norm of v squared, times v

Unicode Linear Math Equivalent: "proj"_{v} u = (u · v)/(\|v\|^2) v

Keyboard Complexity Score (KCS): 65.0

85. Gram-Schmidt Orthogonalization

𝐮k=𝐯kj=1k1𝐯k·𝐮j𝐮j2𝐮j

Accessibility Description: orthogonal vector u k equals v k minus the sum from j equals 1 to k minus 1 of v k dot u j over norm of u j squared times u j

Unicode Linear Math Equivalent: u_k = v_k - \sum_(j=1)^(k-1) (v_k · u_j)/(\|u_j\|^2) u_j

Keyboard Complexity Score (KCS): 109.5

86. Least Squares Normal Equations

ATA𝐱=AT𝐛

Accessibility Description: A transpose A x equals A transpose b

Unicode Linear Math Equivalent: A^T A x = A^T b

Keyboard Complexity Score (KCS): 26.0

87. Orthogonal Matrix Property

QTQ=I

Accessibility Description: Q transpose Q equals identity matrix I

Unicode Linear Math Equivalent: Q^T Q = I

Keyboard Complexity Score (KCS): 16.0

88. Diagonalization Relation

A=PDP1

Accessibility Description: matrix A equals P D P inverse

Unicode Linear Math Equivalent: A = PDP^(-1)

Keyboard Complexity Score (KCS): 21.0

89. Singular Value Decomposition

A=UΣVT

Accessibility Description: matrix A equals U Sigma V transpose

Unicode Linear Math Equivalent: A = U Σ V^T

Keyboard Complexity Score (KCS): 18.0

90. Trace of a Matrix

tr(A)=i=1naii

Accessibility Description: trace of A equals the sum from i equals 1 to n of a i i

Unicode Linear Math Equivalent: "tr"(A) = \sum_(i=1)^n a_(ii)

Keyboard Complexity Score (KCS): 48.5

91. Rank-Nullity Theorem

rank(A)+nullity(A)=n

Accessibility Description: rank of A plus nullity of A equals n

Unicode Linear Math Equivalent: "rank"(A) + "nullity"(A) = n

Keyboard Complexity Score (KCS): 39.0

92. Determinant expansion by cofactors

detA=j=1n(1)i+jaijdetMij

Accessibility Description: determinant of A equals the sum from j equals 1 to n of negative 1 to the power of i plus j times a i j times determinant of minor M i j

Unicode Linear Math Equivalent: \det A = \sum_(j=1)^n (-1)^(i+j) a_(ij) \det M_(ij)

Keyboard Complexity Score (KCS): 83.5

93. Cramer's Rule

xi=detAidetA

Accessibility Description: x i equals determinant of A i over determinant of A

Unicode Linear Math Equivalent: x_i = (\det A_i)/(\det A)

Keyboard Complexity Score (KCS): 52.0

94. Vector Cross Product Definition

𝐮×𝐯=det(𝐢𝐣𝐤u1u2u3v1v2v3)

Accessibility Description: u cross v equals the determinant of the 3 by 3 matrix with row 1 i j k, row 2 u components, row 3 v components

Unicode Linear Math Equivalent: u × v = \det ±atrix(i&j&k@u_1&u_2&u_3@v_1&v_2&v_3)

Keyboard Complexity Score (KCS): 79.5

95. Linear Transformation Matrix

[T]B=(T(b1)T(bn))

Accessibility Description: matrix representation of T relative to basis B

Unicode Linear Math Equivalent: [T]_B = ±atrix(T(b_1)&s \dot&T(b_n))

Keyboard Complexity Score (KCS): 58.5

96. Quadratic Form

q(𝐱)=𝐱TA𝐱

Accessibility Description: quadratic form q of x equals x transpose A x

Unicode Linear Math Equivalent: q(x) = x^T A x

Keyboard Complexity Score (KCS): 21.0

97. Cauchy-Schwarz Inequality

|𝐮·𝐯|𝐮𝐯$

Accessibility Description: absolute value of u dot v is less than or equal to the norm of u times the norm of v

Unicode Linear Math Equivalent: |u · v| ≤ \|u\| \|v\|$

Keyboard Complexity Score (KCS): 35.0

98. Triangle Inequality

𝐮+𝐯𝐮+𝐯$

Accessibility Description: norm of u plus v is less than or equal to the norm of u plus the norm of v

Unicode Linear Math Equivalent: \|u + v\| ≤ \|u\| + \|v\|$

Keyboard Complexity Score (KCS): 44.0

99. LU Decomposition

A=LU

Accessibility Description: matrix A equals L U

Unicode Linear Math Equivalent: A = LU

Keyboard Complexity Score (KCS): 9.0

100. QR Decomposition

A=QR

Accessibility Description: matrix A equals Q R

Unicode Linear Math Equivalent: A = QR

Keyboard Complexity Score (KCS): 9.0

Differential Equations

101. First Order Separable DE

dydx=g(x)h(y)

Accessibility Description: d y d x equals g of x times h of y

Unicode Linear Math Equivalent: dy/dx = g(x)h(y)

Keyboard Complexity Score (KCS): 22.0

102. First Order Linear DE

dydx+P(x)y=Q(x)

Accessibility Description: d y d x plus P of x y equals Q of x

Unicode Linear Math Equivalent: dy/dx + P(x)y = Q(x)

Keyboard Complexity Score (KCS): 29.0

103. Integrating Factor Formula

I(x)=eP(x)dx

Accessibility Description: integrating factor I of x equals e to the power of the integral of P of x d x

Unicode Linear Math Equivalent: I(x) = e^(∫ P(x) dx)

Keyboard Complexity Score (KCS): 31.0

104. Second Order Homogeneous DE

ay+by+cy=0

Accessibility Description: a y double prime plus b y prime plus c y equals 0

Unicode Linear Math Equivalent: a y'' + b y' + c y = 0

Keyboard Complexity Score (KCS): 24.0

105. Characteristic Eq for ODE

ar2+br+c=0

Accessibility Description: characteristic equation a r squared plus b r plus c equals 0

Unicode Linear Math Equivalent: a r^2 + b r + c = 0

Keyboard Complexity Score (KCS): 24.0

106. Euler-Cauchy Equation

x2y+αxy+βy=0

Accessibility Description: Euler-Cauchy equation x squared y double prime plus alpha x y prime plus beta y equals 0

Unicode Linear Math Equivalent: x^2 y'' + α x y' + β y = 0

Keyboard Complexity Score (KCS): 31.0

107. Laplace Transform Definition

{f(t)}=0estf(t)dt

Accessibility Description: Laplace transform of f of t equals the integral from 0 to infinity of e to the negative s t times f of t d t

Unicode Linear Math Equivalent: \scriptL\{f(t)\} = ∫_0^(∞) e^(-st) f(t) dt

Keyboard Complexity Score (KCS): 66.5

108. Laplace Transform of Derivative

{f(t)}=s{f(t)}f(0)

Accessibility Description: Laplace transform of f prime of t equals s times Laplace transform of f of t minus f of 0

Unicode Linear Math Equivalent: \scriptL\{f'(t)\} = s \scriptL\{f(t)\} - f(0)

Keyboard Complexity Score (KCS): 66.0

109. Laplace Transform of Second Derivative

{f(t)}=s2{f(t)}sf(0)f(0)

Accessibility Description: Laplace transform of f double prime of t equals s squared times Laplace transform of f of t minus s times f of 0 minus f prime of 0

Unicode Linear Math Equivalent: \scriptL\{f''(t)\} = s^2 \scriptL\{f(t)\} - s f(0) - f'(0)

Keyboard Complexity Score (KCS): 84.0

110. Fourier Series Expansion

f(t)=a02+n=1[ancos(nω0t)+bnsin(nω0t)]

Accessibility Description: f of t equals a 0 over 2 plus the sum from n equals 1 to infinity of a n cos n omega 0 t plus b n sin n omega 0 t

Unicode Linear Math Equivalent: f(t) = (a_0)/2 + \sum_(n=1)^(∞) ≤ft[ a_n \cos(nω_0 t) + b_n \sin(nω_0 t) \right]

Keyboard Complexity Score (KCS): 133.0

111. Fourier Cosine Coefficient

an=2T0Tf(t)cos(nω0t)dt

Accessibility Description: a n equals 2 over T times the integral from 0 to T of f of t cos n omega 0 t d t

Unicode Linear Math Equivalent: a_n = 2/T ∫_0^T f(t) \cos(nω_0 t) dt

Keyboard Complexity Score (KCS): 67.5

112. Bessel's Equation of order p

x2y+xy+(x2p2)y=0

Accessibility Description: Bessel's equation x squared y double prime plus x y prime plus the quantity x squared minus p squared times y equals 0

Unicode Linear Math Equivalent: x^2 y'' + x y' + (x^2 - p^2)y = 0

Keyboard Complexity Score (KCS): 46.0

113. Legendre's Differential Equation

(1x2)y2xy+n(n+1)y=0

Accessibility Description: Legendre equation 1 minus x squared in parentheses times y double prime minus 2 x y prime plus n times n plus 1 times y equals 0

Unicode Linear Math Equivalent: (1-x^2)y'' - 2xy' + n(n+1)y = 0

Keyboard Complexity Score (KCS): 40.0

114. Variation of Parameters Particular Solution

yp(x)=y1(x)y2(x)g(x)W(x)dx+y2(x)y1(x)g(x)W(x)dx

Accessibility Description: variation of parameters particular solution equation

Unicode Linear Math Equivalent: y_p(x) = -y_1(x)∫ (y_2(x) g(x))/(W(x))dx + y_2(x)∫ (y_1(x) g(x))/(W(x))dx

Keyboard Complexity Score (KCS): 131.0

115. Wronskian Determinant

W(y1,y2)=det(y1y2y1y2)

Accessibility Description: Wronskian of y 1 and y 2 equals determinant of the 2 by 2 matrix with row 1 y 1 y 2, row 2 y 1 prime y 2 prime

Unicode Linear Math Equivalent: W(y_1, y_2) = \det ±atrix(y_1&y_2@y_1'&y_2')

Keyboard Complexity Score (KCS): 71.5

116. Heat Equation (PDE)

ut=α2ux2

Accessibility Description: heat equation partial of u with respect to t equals alpha times second partial of u with respect to x

Unicode Linear Math Equivalent: (∂ u)/(∂ t) = α (∂^2 u)/(∂ x^2)

Keyboard Complexity Score (KCS): 49.0

117. Wave Equation (PDE)

2ut2=c22ux2

Accessibility Description: wave equation second partial of u with respect to t equals c squared times second partial of u with respect to x

Unicode Linear Math Equivalent: (∂^2 u)/(∂ t^2) = c^2 (∂^2 u)/(∂ x^2)

Keyboard Complexity Score (KCS): 64.0

118. Fourier Transform Definition

{f(t)}=f(t)eiωtdt

Accessibility Description: Fourier transform of f of t equals the integral from negative infinity to infinity of f of t e to the negative i omega t d t

Unicode Linear Math Equivalent: \scriptF\{f(t)\} = ∫_(-∞)^(∞) f(t) e^(-i ω t) dt

Keyboard Complexity Score (KCS): 74.5

119. Inverse Fourier Transform

f(t)=12πF(ω)eiωtdω

Accessibility Description: f of t equals 1 over 2 pi times the integral from negative infinity to infinity of F of omega e to the i omega t d omega

Unicode Linear Math Equivalent: f(t) = 1/(2π) ∫_(-∞)^(∞) F(ω) e^(i ω t) dω

Keyboard Complexity Score (KCS): 76.0

120. 1D Wave D'Alembert Solution

u(x,t)=12[f(xct)+f(x+ct)]+12cxctx+ctg(s)ds

Accessibility Description: d'Alembert wave solution equation

Unicode Linear Math Equivalent: u(x,t) = 1/2[f(x-ct) + f(x+ct)] + 1/2c∫_(x-ct)^(x+ct) g(s)ds

Keyboard Complexity Score (KCS): 96.0

121. Dirac Delta Function Laplace

{δ(tt0)}=est0

Accessibility Description: Laplace transform of Dirac delta of t minus t 0 equals e to the negative s t 0

Unicode Linear Math Equivalent: \scriptL\{δ(t-t_0)\} = e^(-st_0)

Keyboard Complexity Score (KCS): 52.5

122. Heaviside Step Function Laplace

{u(tt0)}=est0s

Accessibility Description: Laplace transform of Heaviside step u of t minus t 0 equals e to the negative s t 0 over s

Unicode Linear Math Equivalent: \scriptL\{u(t-t_0)\} = (e^(-st_0))/s

Keyboard Complexity Score (KCS): 70.5

123. Runge-Kutta 4th Order Slope

k1=hf(xn,yn)

Accessibility Description: k 1 equals h times f of x n, y n

Unicode Linear Math Equivalent: k_1 = h f(x_n, y_n)

Keyboard Complexity Score (KCS): 30.0

124. Euler's Method Step

yn+1=yn+hf(xn,yn)

Accessibility Description: y sub n plus 1 equals y sub n plus h times f of x n, y n

Unicode Linear Math Equivalent: y_(n+1) = y_n + h f(x_n, y_n)

Keyboard Complexity Score (KCS): 47.0

125. Separation of Variables PDE step

T(t)αT(t)=X(x)X(x)=λ

Accessibility Description: separation of variables PDE equation

Unicode Linear Math Equivalent: (T'(t))/(α T(t)) = (X''(x))/(X(x)) = -λ

Keyboard Complexity Score (KCS): 63.0

Complex Analysis & Integral Transforms

126. Cauchy-Riemann Equations

ux=vy,uy=vx

Accessibility Description: partial of u with respect to x equals partial of v with respect to y, and partial of u with respect to y equals negative partial of v with respect to x

Unicode Linear Math Equivalent: (∂ u)/(∂ x) = (∂ v)/(∂ y), (∂ u)/(∂ y) = -(∂ v)/(∂ x)

Keyboard Complexity Score (KCS): 77.0

127. Euler's Formula

eiz=cosz+isinz

Accessibility Description: e to the i z equals cos z plus i sin z

Unicode Linear Math Equivalent: e^(iz) = \cos z + i\sin z

Keyboard Complexity Score (KCS): 34.0

128. Cauchy's Integral Formula

f(z0)=12πiCf(z)zz0dz

Accessibility Description: f of z 0 equals 1 over 2 pi i times the contour integral around C of f of z over z minus z 0 d z

Unicode Linear Math Equivalent: f(z_0) = 1/(2π i) \oint_C (f(z))/(z-z_0) dz

Keyboard Complexity Score (KCS): 78.5

129. Cauchy's Residue Theorem

Cf(z)dz=2πik=1nRes(f,zk)

Accessibility Description: contour integral around C of f of z d z equals 2 pi i times the sum of residues of f at z k

Unicode Linear Math Equivalent: \oint_C f(z) dz = 2π i \sum_(k=1)^n "Res"(f, z_k)

Keyboard Complexity Score (KCS): 74.0

130. Definition of Residue

Res(f,z0)=limzz01(m1)!dm1dzm1[(zz0)mf(z)]

Accessibility Description: residue of f at z 0 for a pole of order m

Unicode Linear Math Equivalent: "Res"(f, z_0) = \lim_(z → z_0) 1/((m-1)!) (d^(m-1))/(dz^(m-1)) [(z-z_0)^m f(z)]

Keyboard Complexity Score (KCS): 139.5

131. Laurent Series Expansion

f(z)=n=an(zz0)n

Accessibility Description: Laurent series f of z equals the sum from negative infinity to infinity of a n times z minus z 0 to the n-th power

Unicode Linear Math Equivalent: f(z) = \sum_(n=-∞)^(∞) a_n (z-z_0)^n

Keyboard Complexity Score (KCS): 60.5

132. Cauchy's Derivative Formula

f(n)(z0)=n!2πiCf(z)(zz0)n+1dz

Accessibility Description: n-th derivative of f at z 0 equals n factorial over 2 pi i times the contour integral of f of z over z minus z 0 to the n plus 1 power d z

Unicode Linear Math Equivalent: f^((n))(z_0) = (n!)/(2π i) \oint_C (f(z))/((z-z_0)^(n+1)) dz

Keyboard Complexity Score (KCS): 113.5

133. Complex Exponential Definition

exp(z)=ex(cosy+isiny)

Accessibility Description: complex exponential of z equals e to the x times the quantity cos y plus i sin y

Unicode Linear Math Equivalent: \exp(z) = e^x (\cos y + i\sin y)

Keyboard Complexity Score (KCS): 44.5

134. Complex Sine Definition

sinz=eizeiz2i

Accessibility Description: complex sine of z equals e to the i z minus e to the negative i z, all over 2 i

Unicode Linear Math Equivalent: \sin z = (e^(iz) - e^(-iz))/2i

Keyboard Complexity Score (KCS): 55.5

135. Complex Cosine Definition

cosz=eiz+eiz2

Accessibility Description: complex cosine of z equals e to the i z plus e to the negative i z, all over 2

Unicode Linear Math Equivalent: \cos z = (e^(iz) + e^(-iz))/2

Keyboard Complexity Score (KCS): 55.5

136. Mobius Transformation

f(z)=az+bcz+d

Accessibility Description: Mobius transformation f of z equals a z plus b over c z plus d

Unicode Linear Math Equivalent: f(z) = (az + b)/(cz + d)

Keyboard Complexity Score (KCS): 34.0

137. Laplace Transform of Convolution

{(f*g)(t)}={f(t)}·{g(t)}

Accessibility Description: Laplace transform of the convolution of f and g equals the product of their Laplace transforms

Unicode Linear Math Equivalent: \scriptL\{(f * g)(t)\} = \scriptL\{f(t)\} · \scriptL\{g(t)\}

Keyboard Complexity Score (KCS): 91.5

138. Fourier Transform of Derivative

{f(t)}=iωF(ω)

Accessibility Description: Fourier transform of f prime of t equals i omega times F of omega

Unicode Linear Math Equivalent: \scriptF\{f'(t)\} = i ω F(ω)

Keyboard Complexity Score (KCS): 40.5

139. Fourier Transform of Gaussian

{eat2}=πaeω24a

Accessibility Description: Fourier transform of e to the negative a t squared

Unicode Linear Math Equivalent: \scriptF\{e^(-a t^2)\} = \sqrt{(π)/a} e^{-(ω^2)/4a}

Keyboard Complexity Score (KCS): 98.0

140. Fourier Transform of Step

{u(t)eat}=1a+iω

Accessibility Description: Fourier transform of Heaviside step times e to the negative a t equals 1 over a plus i omega

Unicode Linear Math Equivalent: \scriptF\{u(t)e^(-at)\} = 1/(a + iω)

Keyboard Complexity Score (KCS): 65.5

141. z-Transform Definition

X(z)=n=x[n]zn

Accessibility Description: z transform X of z equals the sum from negative infinity to infinity of x of n times z to the negative n

Unicode Linear Math Equivalent: X(z) = \sum_(n=-∞)^(∞) x[n] z^(-n)

Keyboard Complexity Score (KCS): 53.5

142. z-Transform of Delay

𝒵{x[nn0]}=zn0X(z)

Accessibility Description: z transform of discrete delay x of n minus n 0 equals z to the negative n 0 times X of z

Unicode Linear Math Equivalent: \scriptZ\{x[n-n_0]\} = z^(-n_0) X(z)

Keyboard Complexity Score (KCS): 57.5

143. z-Transform of Exponential

𝒵{anu[n]}=zza

Accessibility Description: z transform of a to the n times discrete step u of n equals z over z minus a

Unicode Linear Math Equivalent: \scriptZ\{a^n u[n]\} = z/(z - a)

Keyboard Complexity Score (KCS): 56.5

144. Bilinear Transform S to Z

s=2Tsz1z+1

Accessibility Description: bilinear transform s equals 2 over T s times z minus 1 over z plus 1

Unicode Linear Math Equivalent: s = 2/(T_s) (z - 1)/(z + 1)

Keyboard Complexity Score (KCS): 42.0

145. Complex Logarithm

logz=ln|z|+i\argz

Accessibility Description: complex logarithm of z equals ln of absolute value of z plus i arg z

Unicode Linear Math Equivalent: \log z = \ln|z| + i \arg z

Keyboard Complexity Score (KCS): 33.5

146. Cauchy's Inequality for Coefficients

|an|MRn

Accessibility Description: Cauchy coefficient inequality

Unicode Linear Math Equivalent: |a_n| ≤ M/(R^n)

Keyboard Complexity Score (KCS): 39.0

147. Poisson Integral Formula

u(r,θ)=12π02πR2r2R22Rrcos(θϕ)+r2u(R,ϕ)dϕ

Accessibility Description: Poisson integral formula for a circle

Unicode Linear Math Equivalent: u(r,θ) = 1/(2π) ∫_0^(2π) (R^2 - r^2)/(R^2 - 2Rr\cos(θ - φ) + r^2) u(R,φ) dφ

Keyboard Complexity Score (KCS): 127.5

148. Parseval's Identity for Fourier

|f(t)|2dt=12π|F(ω)|2dω

Accessibility Description: Parseval's identity for Fourier transforms

Unicode Linear Math Equivalent: ∫_(-∞)^(∞) |f(t)|^2 dt = 1/(2π) ∫_(-∞)^(∞) |F(ω)|^2 dω

Keyboard Complexity Score (KCS): 103.0

149. Complex Path Integral

Cf(z)dz=abf(z(t))z(t)dt

Accessibility Description: complex path integral along curve C

Unicode Linear Math Equivalent: ∫_C f(z) dz = ∫_a^b f(z(t)) z'(t) dt

Keyboard Complexity Score (KCS): 54.0

150. Mellin Transform Definition

{f}(s)=0xs1f(x)dx

Accessibility Description: Mellin transform of f at s

Unicode Linear Math Equivalent: \{\scriptMf\}(s) = ∫_0^(∞) x^(s-1) f(x) dx

Keyboard Complexity Score (KCS): 66.5

Probability, Statistics & Combinatorics

151. Bayes' Theorem

P(A|B)=P(B|A)P(A)P(B)

Accessibility Description: probability of A given B equals probability of B given A times probability of A over probability of B

Unicode Linear Math Equivalent: P(A|B) = (P(B|A)P(A))/(P(B))

Keyboard Complexity Score (KCS): 54.0

152. Combinations n choose k

(nk)=n!k!(nk)!

Accessibility Description: n choose k equals n factorial over the product of k factorial and n minus k factorial

Unicode Linear Math Equivalent: \binom(n&k) = (n!)/(k!(n-k)!)

Keyboard Complexity Score (KCS): 44.5

153. Permutations formula

P(n,k)=n!(nk)!

Accessibility Description: permutations P of n k equals n factorial over n minus k factorial

Unicode Linear Math Equivalent: P(n, k) = (n!)/((n-k)!)

Keyboard Complexity Score (KCS): 36.0

154. Binomial Probability Mass

P(X=k)=(nk)pk(1p)nk

Accessibility Description: binomial probability mass function equation

Unicode Linear Math Equivalent: P(X = k) = \binom(n&k) p^k (1-p)^(n-k)

Keyboard Complexity Score (KCS): 56.5

155. Poisson Probability Mass

P(X=k)=λkeλk!

Accessibility Description: Poisson probability mass function equation

Unicode Linear Math Equivalent: P(X = k) = (λ^k e^(-λ))/(k!)

Keyboard Complexity Score (KCS): 57.0

156. Normal Distribution Density

f(x)=1σ2πe12(xμσ)2

Accessibility Description: normal distribution probability density function equation

Unicode Linear Math Equivalent: f(x) = 1/(σ \sqrt(2π)) e^{-1/2≤ft((x-μ)/(σ)\right)^2}

Keyboard Complexity Score (KCS): 94.0

157. Expected Value Discrete

𝔼[X]=ixiP(X=xi)

Accessibility Description: expected value of X equals the sum over i of x i times probability that X equals x i

Unicode Linear Math Equivalent: \doubleE[X] = \sum_i x_i P(X = x_i)

Keyboard Complexity Score (KCS): 53.0

158. Expected Value Continuous

𝔼[X]=xf(x)dx

Accessibility Description: expected value of X equals the integral from negative infinity to infinity of x times f of x d x

Unicode Linear Math Equivalent: \doubleE[X] = ∫_(-∞)^(∞) x f(x) dx

Keyboard Complexity Score (KCS): 49.5

159. Variance Definition

Var(X)=𝔼[X2](𝔼[X])2

Accessibility Description: variance of X equals expected value of X squared minus expected value of X, squared

Unicode Linear Math Equivalent: "Var"(X) = \doubleE[X^2] - (\doubleE[X])^2

Keyboard Complexity Score (KCS): 63.0

160. Continuous Variance Integral

Var(X)=(xμ)2f(x)dx

Accessibility Description: variance of X equals the integral of x minus mu squared times f of x d x

Unicode Linear Math Equivalent: "Var"(X) = ∫_(-∞)^(∞) (x - μ)^2 f(x) dx

Keyboard Complexity Score (KCS): 62.0

161. Sample Mean Formula

X¯=1ni=1nXi

Accessibility Description: sample mean X bar equals 1 over n times the sum from i equals 1 to n of X i

Unicode Linear Math Equivalent: X ˉ = 1/n \sum_(i=1)^n X_i

Keyboard Complexity Score (KCS): 52.5

162. Sample Variance Formula

S2=1n1i=1n(XiX¯)2

Accessibility Description: sample variance S squared equals 1 over n minus 1 times the sum of X i minus X bar squared

Unicode Linear Math Equivalent: S^2 = 1/(n-1) \sum_(i=1)^n (X_i - X ˉ)^2

Keyboard Complexity Score (KCS): 77.5

163. Central Limit Theorem Standardized

Z=X¯μσ/n

Accessibility Description: standardized Z variable for Central Limit Theorem

Unicode Linear Math Equivalent: Z = (X ˉ - μ)/(σ / \sqrt n)

Keyboard Complexity Score (KCS): 40.5

164. Covariance Definition

Cov(X,Y)=𝔼[(XμX)(YμY)]

Accessibility Description: covariance of X and Y equals the expected value of the product of their deviations

Unicode Linear Math Equivalent: "Cov"(X, Y) = \doubleE[(X - μ_X)(Y - μ_Y)]

Keyboard Complexity Score (KCS): 65.5

165. Correlation Coefficient

ρX,Y=Cov(X,Y)σXσY

Accessibility Description: correlation coefficient rho equals covariance of X and Y over the product of their standard deviations

Unicode Linear Math Equivalent: ρ_(X,Y) = ("Cov"(X,Y))/(σ_X σ_Y)

Keyboard Complexity Score (KCS): 70.0

166. Exponential Distribution Density

f(x)=λeλx(x0)

Accessibility Description: exponential distribution probability density function equation

Unicode Linear Math Equivalent: f(x) = λ e^(-λ x) (x ≥ 0)

Keyboard Complexity Score (KCS): 34.0

167. Conditional Probability

P(A|B)=P(AB)P(B)

Accessibility Description: conditional probability of A given B equals probability of A intersect B over probability of B

Unicode Linear Math Equivalent: P(A|B) = (P(A ∩ B))/(P(B))

Keyboard Complexity Score (KCS): 47.0

168. Total Probability Law

P(A)=iP(A|Bi)P(Bi)

Accessibility Description: law of total probability P of A equals sum of conditional probabilities

Unicode Linear Math Equivalent: P(A) = \sum_i P(A|B_i) P(B_i)

Keyboard Complexity Score (KCS): 53.5

169. Uniform Distribution Mean

𝔼[X]=a+b2

Accessibility Description: expected value of uniform continuous distribution equals a plus b over 2

Unicode Linear Math Equivalent: \doubleE[X] = (a+b)/2

Keyboard Complexity Score (KCS): 29.5

170. Hypergeometric Probability Mass

P(X=k)=(Kk)(NKnk)(Nn)

Accessibility Description: hypergeometric probability mass function equation

Unicode Linear Math Equivalent: P(X = k) = (\binom(K&k) \binom(N-K&n-k))/(\binom(N&n))

Keyboard Complexity Score (KCS): 81.5

171. Linear Regression Slope

β1=(XiX¯)(YiY¯)(XiX¯)2

Accessibility Description: linear regression slope beta 1 coefficient equation

Unicode Linear Math Equivalent: β_1 = (\sum (X_i - X ˉ)(Y_i - Y ˉ))/(\sum (X_i - X ˉ)^2)

Keyboard Complexity Score (KCS): 106.0

172. Linear Regression Intercept

β0=Y¯β1X¯

Accessibility Description: linear regression intercept beta 0 coefficient equation

Unicode Linear Math Equivalent: β_0 = Y ˉ - β_1 X ˉ

Keyboard Complexity Score (KCS): 27.0

173. Chi-Square Test Statistic

χ2=(OiEi)2Ei

Accessibility Description: chi-square test statistic sum of observed minus expected squared over expected

Unicode Linear Math Equivalent: χ^2 = \sum ((O_i - E_i)^2)/(E_i)

Keyboard Complexity Score (KCS): 71.5

174. Moment Generating Function

MX(t)=𝔼[etX]

Accessibility Description: moment generating function M of t equals expected value of e to the t X

Unicode Linear Math Equivalent: M_X(t) = \doubleE[e^(tX)]

Keyboard Complexity Score (KCS): 40.5

175. Chebyshev's Inequality

P(|Xμ|kσ)1k2

Accessibility Description: Chebyshev's inequality probability is less than or equal to 1 over k squared

Unicode Linear Math Equivalent: P(|X - μ| ≥ kσ) ≤ 1/(k^2)

Keyboard Complexity Score (KCS): 38.0

Discrete Mathematics & Set Theory

176. De Morgan's Law Sets Intersect

AB=AB

Accessibility Description: the complement of A intersect B equals the complement of A union the complement of B

Unicode Linear Math Equivalent: A ∩ B \overline = A \overline ∪ B \overline

Keyboard Complexity Score (KCS): 51.5

177. De Morgan's Law Sets Union

AB=AB

Accessibility Description: the complement of A union B equals the complement of A intersect the complement of B

Unicode Linear Math Equivalent: A ∪ B \overline = A \overline ∩ B \overline

Keyboard Complexity Score (KCS): 51.5

178. De Morgan's Logic Conjunction

¬(pq)¬p¬q

Accessibility Description: not p and q is logically equivalent to not p or not q

Unicode Linear Math Equivalent: ¬ (p land q) \iff ¬ p lor ¬ q

Keyboard Complexity Score (KCS): 32.5

179. De Morgan's Logic Disjunction

¬(pq)¬p¬q

Accessibility Description: not p or q is logically equivalent to not p and not q

Unicode Linear Math Equivalent: ¬ (p lor q) \iff ¬ p land ¬ q

Keyboard Complexity Score (KCS): 32.5

180. Set Difference Identity

AB=AB

Accessibility Description: A set minus B equals A intersect the complement of B

Unicode Linear Math Equivalent: A \setminus B = A ∩ B \overline

Keyboard Complexity Score (KCS): 38.0

181. Inclusion-Exclusion Principle 3 Sets

|ABC|=|A|+|B|+|C||AB||AC||BC|+|ABC|

Accessibility Description: inclusion exclusion formula for cardinality of three sets union

Unicode Linear Math Equivalent: |A ∪ B ∪ C| = |A| + |B| + |C| - |A ∩ B| - |A ∩ C| - |B ∩ C| + |A ∩ B ∩ C|

Keyboard Complexity Score (KCS): 107.0

182. Cartesian Product Definition

A×B={(a,b)aAbB}

Accessibility Description: A cross B equals the set of all ordered pairs a b such that a is in A and b is in B

Unicode Linear Math Equivalent: A × B = \{ (a, b) \mid a in A land b in B \}

Keyboard Complexity Score (KCS): 56.5

183. Power Set Cardinality

|𝒫(S)|=2|S|

Accessibility Description: cardinality of power set of S equals 2 to the power of cardinality of S

Unicode Linear Math Equivalent: |\scriptP(S)| = 2^(|S|)

Keyboard Complexity Score (KCS): 38.5

184. Function Injection Definition

x1,x2A,f(x1)=f(x2)x1=x2

Accessibility Description: for all x 1 and x 2 in A, f of x 1 equals f of x 2 implies x 1 equals x 2

Unicode Linear Math Equivalent: ∀ x_1, x_2 in A, f(x_1) = f(x_2) \implies x_1 = x_2

Keyboard Complexity Score (KCS): 75.5

185. Function Surjection Definition

yB,xAs.t.f(x)=y

Accessibility Description: for all y in B, there exists x in A such that f of x equals y

Unicode Linear Math Equivalent: ∀ y in B, ∃ x in A "s.t." f(x) = y

Keyboard Complexity Score (KCS): 40.0

186. Fibonacci Recurrence Relation

Fn=Fn1+Fn2(F0=0,F1=1)

Accessibility Description: Fibonacci recurrence relation F n equals F n minus 1 plus F n minus 2

Unicode Linear Math Equivalent: F_n = F_(n-1) + F_(n-2) (F_0=0, F_1=1)

Keyboard Complexity Score (KCS): 65.0

187. Geometric Recurrence Relation

an=ran1

Accessibility Description: recurrence relation a n equals r times a n minus 1

Unicode Linear Math Equivalent: a_n = r a_(n-1)

Keyboard Complexity Score (KCS): 23.0

188. Mathematical Induction Step

P(k)P(k+1)

Accessibility Description: inductive step P of k implies P of k plus 1

Unicode Linear Math Equivalent: P(k) \implies P(k+1)

Keyboard Complexity Score (KCS): 28.5

189. Sum of First n Integers

i=1ni=n(n+1)2

Accessibility Description: the sum from i equals 1 to n of i equals n times n plus 1, all over 2

Unicode Linear Math Equivalent: \sum_(i=1)^n i = (n(n+1))/2

Keyboard Complexity Score (KCS): 53.5

190. Sum of First n Squares

i=1ni2=n(n+1)(2n+1)6

Accessibility Description: the sum from i equals 1 to n of i squared equals n times n plus 1 times 2 n plus 1, all over 6

Unicode Linear Math Equivalent: \sum_(i=1)^n i^2 = (n(n+1)(2n+1))/6

Keyboard Complexity Score (KCS): 67.5

191. Pigeonhole Principle Cardinality

k>nk/n2

Accessibility Description: pigeonhole principle relation

Unicode Linear Math Equivalent: k > n \implies \lceil k/n \rceil ≥ 2

Keyboard Complexity Score (KCS): 43.5

192. Euler's Planar Graph Formula

VE+F=2

Accessibility Description: planar graph formula vertices minus edges plus faces equals 2

Unicode Linear Math Equivalent: V - E + F = 2

Keyboard Complexity Score (KCS): 17.0

193. Sum of Graph Vertex Degrees

vVdeg(v)=2|E|

Accessibility Description: the sum of degrees of all vertices equals 2 times the number of edges

Unicode Linear Math Equivalent: \sum_(v in V) \deg(v) = 2|E|

Keyboard Complexity Score (KCS): 42.0

194. Permutations with Repetition

n!n1!n2!nr!

Accessibility Description: permutations with repetition formula n factorial over product of component factorials

Unicode Linear Math Equivalent: (n!)/(n_1! n_2! s \dot n_r!)

Keyboard Complexity Score (KCS): 48.5

195. Catalan Number Formula

Cn=1n+1(2nn)

Accessibility Description: Catalan number C n equals 1 over n plus 1 times 2 n choose n

Unicode Linear Math Equivalent: C_n = 1/(n+1) \binom(2n&n)

Keyboard Complexity Score (KCS): 49.5

196. Derangement Subfactorial Formula

!n=n!i=0n(1)ii?

Accessibility Description: derangement subfactorial exclamation n formula

Unicode Linear Math Equivalent: !n = n! \sum_(i=0)^n ((-1)^i)/(i?)

Keyboard Complexity Score (KCS): 67.5

197. Graph Adjacency Matrix Entry

Aij={1if (vi,vj)E0otherwise

Accessibility Description: adjacency matrix element definition piecewise

Unicode Linear Math Equivalent: A_(ij) = {\matrix(1&"if " (v_i, v_j) in E@0&"otherwise")

Keyboard Complexity Score (KCS): 94.5

198. Stirling Number of Second Kind

S(n,k)=1k!j=0k(1)kj(kj)jn

Accessibility Description: Stirling numbers of the second kind S of n k formula

Unicode Linear Math Equivalent: S(n, k) = 1/(k!) \sum_(j=0)^k (-1)^(k-j) \binom(k&j) j^n

Keyboard Complexity Score (KCS): 98.0

199. Logical Implication Equivalence

pq¬pq

Accessibility Description: p implies q is logically equivalent to not p or q

Unicode Linear Math Equivalent: p \implies q \iff ¬ p lor q

Keyboard Complexity Score (KCS): 30.0

200. Universal Quantifier Logic

¬(xS,P(x))xSs.t.¬P(x)

Accessibility Description: not for all x in S P of x is logically equivalent to there exists x in S such that not P of x

Unicode Linear Math Equivalent: ¬ ≤ft( ∀ x in S, P(x) \right) \iff ∃ x in S "s.t." ¬ P(x)

Keyboard Complexity Score (KCS): 72.0