Presentation is loading. Please wait.

Presentation is loading. Please wait.

Recurrences and Continued Fractions Great Theoretical Ideas In Computer Science V. Adamchik D. Sleator CS 15-251 Spring 2010 Lecture 8 Feb 04, 2010 Carnegie.

Similar presentations


Presentation on theme: "Recurrences and Continued Fractions Great Theoretical Ideas In Computer Science V. Adamchik D. Sleator CS 15-251 Spring 2010 Lecture 8 Feb 04, 2010 Carnegie."— Presentation transcript:

1

2 Recurrences and Continued Fractions Great Theoretical Ideas In Computer Science V. Adamchik D. Sleator CS Spring 2010 Lecture 8 Feb 04, 2010 Carnegie Mellon University

3 Solve in integers x 1 + x 2 +…+ x 5 = 40 x k r k; y k =x k – k y 1 + y 2 +…+ y 5 = 25 y k ≥ 0;

4 Solve in integers x + y + z = 11 x r 0; 0  y  3; z r 0 [X 11 ]

5 Find the number of ways to partition the integer n 3 = = = = = 1+3 = 2+2 Partitions

6 Plan Review: Sat, 6-8pm in 2315 DH Exam: Mon in recitations Characteristic Equations Golden Ratio Continued Fractions Applied Combinatorics, by Alan Tucker The Divine Proportion, by H. E. Huntley

7 Leonardo Fibonacci In 1202, Fibonacci has become interested in rabbits and what they do

8 The rabbit reproduction model A rabbit lives forever The population starts as a single newborn pair Every month, each productive pair begets a new pair which will become productive after 2 months old F n = # of rabbit pairs at the beginning of the n th month month rabbits

9 What is a closed form formula for F n ? F 0 =0, F 1 =1, F n =F n-1 +F n-2 for n ≥ 2 We won’t be using GFs!

10 This lecture has explicit mathematical content that can be shocking to some students. WARNING!!!!

11 Characteristic Equation F n = F n-1 + F n-2 Consider solutions of the form: F n = n for some (unknown) constant ≠ 0 must satisfy: n - n-1 - n-2 = 0

12 iff iff n-2 ( ) = 0 iff = 0 Characteristic equation = , or = -1/   (“phi”) is the golden ratio

13 So for all these values of the inductive condition is satisfied: = 0 Do any of them happen to satisfy the base condition as well? F 0 =0, F 1 =1  a,b a  n + b (-1/  ) n satisfies the inductive condition

14 Adjust a and b to fit the base conditions. n=0: a + b = 0 n=1: a  1 + b (-1/  ) 1 = 1

15 Leonhard Euler (1765)

16 Fibonacci Power Series

17 Fibonacci Bamboozlement

18 Cassini’s Identity F n+1 F n-1 - F n 2 = (-1) n We dissect F n xF n square and rearrange pieces into F n+1 xF n-1 square

19 How to convert kilometers into miles? Heads-on

20 50 km = Magic conversion F 8 + F 6 + F 3 = 31 miles 50 = F 9 + F 7 + F 4

21 From the previous lecture

22 Characteristic Equation  a, b

23

24 Characteristic Equation

25 Theorem. Let be a root of multiplicity p of the characteristic equation. Then are all solutions.

26 The theorem says that x n =n is a solution. This can be easily verified: n = 2 n - n

27 From the previous lecture: Rogue Recurrence Characteristic equation:

28 General solution:

29 The Golden Ratio “Some other majors have their mystery numbers, like  and e. In Computer Science the mystery number is , the Golden Ratio.” – S.Rudich

30 Golden Ratio -Divine Proportion Ratio obtained when you divide a line segment into two unequal parts such that the ratio of the whole to the larger part is the same as the ratio of the larger to the smaller. A B C

31 Golden Ratio - the divine proportion  = … “Phi” is named after the Greek sculptor Phidias

32 Aesthetics  plays a central role in renaissance art and architecture. After measuring the dimensions of pictures, cards, books, snuff boxes, writing paper, windows, and such, psychologist Gustav Fechner claimed that the preferred rectangle had sides in the golden ratio (1871).

33 Which is the most attractive rectangle?

34 Golden Rectangle 1 

35 The Golden Ratio

36 Divina Proportione Luca Pacioli (1509) Pacioli devoted an entire book to the marvelous properties of . The book was illustrated by a friend of his named: Leonardo Da Vinci

37 Table of contents The first considerable effect The second essential effect The third singular effect The fourth ineffable effect The fifth admirable effect The sixth inexpressible effect The seventh inestimable effect The ninth most excellent effect The twelfth incomparable effect The thirteenth most distinguished effect

38 Table of contents “For the sake of salvation, the list must end here” – Luca Pacioli

39 Divina Proportione Luca Pacioli (1509) "Ninth Most Excellent Effect" two diagonals of a regular pentagon divide each other in the Divine Proportion. C B A

40 Expanding Recursively

41

42 A (Simple) Continued Fraction Is Any Expression Of The Form: where a, b, c, … are whole numbers.

43 A Continued Fraction can have a finite or infinite number of terms. We also denote this fraction by [a,b,c,d,e,f,…]

44 Continued Fraction Representation = [1,1,1,1,1,0,0,0,…]

45 Recursively Defined Form For CF

46 Proposition: Any finite continued fraction evaluates to a rational. Converse: Any rational has a finite continued fraction representation.

47 Euclid’s GCD = Continued Fraction Euclid(A,B) = Euclid(B, A mod B) Stop when B=0

48 Euclid’s GCD = Continued Fraction

49

50 A Pattern for  Let r 1 = [1,0,0,0,…] = 1 r 2 = [1,1,0,0,0,…] = 2/1 r 2 = [1,1,0,0,0,…] = 2/1 r 3 = [1,1,1,0,0,0…] = 3/2 r 3 = [1,1,1,0,0,0…] = 3/2 r 4 = [1,1,1,1,0,0,0…] = 5/3 r 4 = [1,1,1,1,0,0,0…] = 5/3 and so on. Theorem:  = F n /F n-1 when n -> 

51 Divine Proportion

52 Quadratic Equations X 2 – 3x – 1 = 0 X 2 = 3X + 1 X = 3 + 1/X X = 3 + 1/X = 3 + 1/[3 + 1/X] = …

53 A Periodic CF

54 A period-2 CF

55 Proposition: Any quadratic solution has a periodic continued fraction. Converse: Any periodic continued fraction is the solution of a quadratic equation

56 What about those non-periodic continued fractions? What is the continued fraction expansion for  ?

57 Euclid’s GCD = Continued Fraction ??

58 What is the pattern?

59

60 Every irrational number greater than 1 is the limit of a unique infinite continued fraction.

61 Every irrational number greater than 1 is the limit of a unique infinite continued fraction. Suppose that y>1 is irrational and y = [b 0 ;b 1,b 2,...]. where y 1 > 1. Thus, Similarly, for all b k.

62 To calculate the continued fraction for a real number y, set y 0 =y and then

63 What a cool representation! Finite CF: Rationals Periodic CF: Quadratic roots And some numbers reveal hidden regularity.

64 Let us embark now on approximations

65

66 CF for Approximations

67 We say that an positive irrational number y is approximable by rationals to order n if there exist a positive constant c and infinitely many rationals p/q with q > 0 such that We will see that algebraic numbers are not approximable to arbitrarily high order.

68 Positive rational numbers are approximable to order 1 Let y = a/b be a rational number, with gcd(a,b) = 1. By Euclid’s algorithm we can find p 0,q 0 such that p 0 b − q 0 a = 1. Then

69 Positive rational numbers are approximable to order 1

70 Similarly,

71 Liouville’s number Transcendental number

72 Liouville’s number  and e are transcendental number What about  e ?

73 Apery’s constant irrational number transcendental number - ??? Riemann Zeta function

74 Study Bee Review GCD algorithm Recurrences, Phi and CF Solving Recurrences


Download ppt "Recurrences and Continued Fractions Great Theoretical Ideas In Computer Science V. Adamchik D. Sleator CS 15-251 Spring 2010 Lecture 8 Feb 04, 2010 Carnegie."

Similar presentations


Ads by Google