Skip to content

Latest commit

 

History

History
71 lines (59 loc) · 4.26 KB

the-joy-of-x.md

File metadata and controls

71 lines (59 loc) · 4.26 KB

The Joy of X

Numbers

  • math involves both invention and discovery: we invent the concepts but discover their consequences
  • a x b = b x a - Commutative Law
  • (a x b) x c = a x (b x c) - Associative Law
  • a x (b + c) = ab + ac - Distributive Law
  • p x q =/= q x p - in nature, where p and q represent the momentum and position of a quantum particle
  • different ways to describe a part of a whole: fraction, percent, decimal
  • fractions always yield decimals that terminate of eventually repeat periodically
  • almost all decimals are irrational and their digits look statistically random
  • in the base 10 number system, there is no single symbol reserved for number 10
  • 10 is marked by a position - the tens place - instead of a symbol
  • dots and dashes in the Morse code were technological forerunners of today's zeros and ones

Relationships

  • variables are what distinguishes algebra from arithmetic
  • Identity - a kind of a formula
  • (a + b)^2 = a^2 + 2ab + b^2
  • (a + b)(c + d) = ac + ad + bc + bd
  • complex numbers - real and imaginary numbers bonded together
  • i^2 = -1
  • The Fundamental Theorem of Algebra - the roots of any polynomial are always complex numbers
  • fractal - an intricate shape whose inner structure repeats at finer and finer scales
  • Complex Dynamics - a blend of chaos theory, complex analysis, and fractal geometry
  • mathematical modeling - making simplifying assumptions when solving word problems
  • x = (-b ± √(b^2 - 4ac)) / 2a - quadratic formula is the solution to any
  • ax^2 + bx + c = 0 - quadratic equation
  • exponential functions and logarithms are inverses of each other

Shapes

  • a^2 + b^2 = c^2 - Pythagorean theorem - implies that space is flat, as opposed to curved
  • parabolas and ellipses are both cross-sections of the surface of a cone
  • conic sections - curves obtained by cutting the surface of a cone with a plane: circles, ellipses, parabolas, hyperbolas
  • since wave - horizontal or vertical excursions of something moving in a circle
  • nature's most basic mechanism of pattern formation - the emergence of sinusoidal structure from a background of bland uniformity
  • Pi = C / D
  • A = Pir^2

Change

  • calculus is the mathematics of change
  • derivative - how fast something is changing - local rate of change
  • integral - how much it's accumulating - cumulative rate of change
  • things always change slowest at the top or the bottom
  • Snell's Law - describes how light rays bend when they pass from air into water
  • when something changes steadily, at a constant rate, algebra works beautifully - distance equals rate times time
  • differential equations - how interlinked variables change from moment to moment, depending on their current values
  • the laws of physics are always expressed in the language of differential equations
  • three-body problem - contains the seeds of chaos and makes its behavior unpredictable in the long run, hence it's intractable
  • vector - a step that carries you from one place to another
  • Maxwell's electromagnetic wave unified three previously unrelated phenomena: electricity, magnetism, and light

Data

  • distribution - things that seem random and unpredictable when viewed in isolation often turn out to be lawful and predictable when viewed in aggregate
  • normal distribution - an idealized version of the bell curve
  • power-law distribution - have heavy tails
  • conditional probability - the probability that some event A happens, given the occurrence of some other event B

Frontiers

  • the percentage of prime numbers decreases as numbers increase
  • encryption algorithms rely on the difficulty of decomposing an enormous number into its prime factors
  • group theory - bridges the arts and sciences; it addresses something the two cultures share - an abiding fascination with symmetry
  • topology - offshoot of geometry where two shapes are regarded as the same if you can deform one into the other continuously
  • geodesics - like circles, are the natural generalization of straight lines
  • Georg Cantor proved that some infinities are bigger than others