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Math 574 – Review Exam 3 Recurrence Relations 1. Let an = an!1an !2 + 2an !3 + 1 with a1 = 4, a2 = 6, a3 = 31. Find the value of a0 and a4 . Solution: a0 = 3 and a4 = 195 2. Find a recurrence relation for the number c n of n-digit numbers using just the digits 1, 2, 3, 4, 5, 7 such that the sum of the digits is even. Solution: c 0 = 1, and for n ≥ 1, c n = 2an !1 + 4(6 n !1 ! cn !1 ) = 4 "6 n !1 ! 2c n !1 . 3. Find a recurrence relation for the number bn of strings of length n using the digits 0, 1, 2, 3, 4, 5 in which no 2 or 3 appears to the right of a 1. Solution: b0 = 1 and for n ≥ 1, bn = 5bn !1 + 4 n !1 4. Find a recurrence relation for the number bn of strings of length n using the letters a, b, c, d, e in which no two consecutive letters are both from {a, b}. Example: a c d b c is OK but not a c d b a d or a c b b d e or c d a a d a. Solution: b0 = 1, b1 = 5 and for n ≥ 2, bn = 3bn !1 + 6bn ! 2 5. How many ways are there to express 10 as a sum of 1’s, 2’s and 3’s? (where order matters) Solution: 274 Just use the recurrence relation in the next problem. 6. Let c n denote the number of strings of any length using 1’s, 2’s and 3’s that add up to n. Find a recurrence relation for c n . Example: For n = 4, there are 7 ways: 1 1 1 1, 1 1 2, 1 2 1, 2, 1 1, 1 3, 3 1, 2 2 Solution: c1 = 1, c 2 = 2, c 3 = 4 and for n ≥ 4, c n = c n !1 + c n ! 2 + c n ! 3 We can either start with a 1 in which case there are c n!1 ways to continue, if we start with a 2 there are c n! 2 ways to continues and if we start with a 3 then there are c n! 3 ways to continue. 7. Let bn denote the number of strings of length n using the digits 0, 1, and 2 that contain at least one occurrence of three consecutive 0’s. e. g., 0 1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 1 is such a sequence. Solution: b1 = 0, b2 = 0, b3 = 1, and for n ! 4, bn = 2bn "1 + 2bn " 2 + 2bn " 3 + 3n " 3 8. Find two different recurrence relations that determine the sequence ! n$ defined by dn = # & . " 2% "$ n% ' # 2& dn n n = = ( dn = d and so we get the Solution: First note that dn!1 "$ n ! 1%' n ! 2 n ! 2 n !1 # 2 & n recurrence d2 =1, and for n ! 3, dn = dn "1 . n"2 Or d2 =1, and for n ! 3, dn = dn "1 + n " 1 . 9. Find a recurrence relation for the number bn of strings of length n using the letters a b c d e f have an even total number of a’s and b’s? Example: a c d d b b a c a b or a b c d c b d a e a f a. Solution: b0 = 1, and for n ! 1, bn = 2(bn !1 + 6n !1 ) . If we start with a c,d ,e, or f, then there are bn!1 ways to continue, while if we start with an a or b, then there must be an odd total number of a’s and b’s in what’s left and so we can continue in 6 n!1 ! an!1 ways. So we get, bn = 4bn!1 + 2(6 n!1 ! an !1 ) = 2(bn!1 + 6 n!1) . 10. Let bn denote the number of strings of length n using the digits 1, 2, 3, 4, 5, 6, 7, 8 in which the digit 1 is always followed immediately by an even integer. Find a recurrence relation for bn along with appropriate initial conditions. Solution: b0 = 1,!b1 = 7,! and for n ! 2,!bn = 7bn "1 + 4bn " 2 . 11. How many ways are there to form a walkway of length 12 using red, blue and green tiles where the red tiles are of length 1 inch, and the blue and green are of length 2 inches and each blue and green tile must be followed by a red tile? Solution: Let wn denote the number of ways to form a walkway of length n. Then we get w1 = 1, w 2 = 1, w 3 = 3, and for n ! 4, wn = wn "1 + 2w n " 2 . Derangements 1. How many permutations of the numbers 1, 2, 3, …, n have at most three numbers in their proper position? " n% " n% Solution: Dn + nDn !1 + $ ' Dn ! 2 + $ ' Dn ! 3 # 2& # 3& 2. Express the number of permutations of the numbers 1, 2, 3, …, n that have at most one number in its proper position in terms of just Dn . Solution: 2Dn + (!1)n +1 . 3. How many derangements are there of 7 numbers? Solution: D5 = 5D4 ! 1 = 5 " 9 ! 1 = 44 D6 = 6D5 + 1 = 6 " 44 + 1= 265 D7 = 7D6 ! 1 = 7 " 265 ! 1= 1854 4. How many permutations of the digits 1, 2, 3, 4, 5, 6, 7, 8 have exactly four digits in their proper position? ! 8$ Solution: # & D4 = 630 . " 4% 5. Let qn denote the probability that a permutation of the numbers 1, 2, 3, …, n has exactly three numbers in their proper position. Find an expression for qn and evaluate lim qn . n!" ! n$ # & Dn ' 3 " 3% n(n ' 1)(n ' 2)Dn ' 3 1 Dn ' 3 Solution: qn = = = n! 6n! 6 (n ' 3)! 1 Hence, lim qn = . n! " 6e 6. What is the probability that a random permutation of 1, 2, 3, 4, 5, 6, 7, 8 has no even number in its proper position? Solution: Use inclusion-exclusion to get the number of permutations of 1, 2, 3, 4, 5, 6, 7, 8 that have no even number in its proper position. For each even number 2, 4, 6, 8 use the set Ai of all permutations that have 2i in its proper position. Then Inclusion Exclusion gives, A1 ! A2 ! A3 ! A4 = N 0 " N1 + N 2 " N 3 + N 4 = 8!!"!4 # 7!!+!6 # 6!!"!4 # 5!!+!4! . So, the answer is 8!!!!4 " 7!!+!6 " 6!!!!4 " 5!!+!4! . 8! 7. How many derangements of 1, 2, 3, 4, 5, 6, 7, 8, 9 are there in which every even number is in an even position? Solution: D4 ! D5 = 9 ! 44 = 396 8. How many ways are there to hand out 6 distinct books to 6 distinct people, then take then back and hand them out again so that no person gets the same book twice? Solution: 6!! !! D6 = 720 ! 265 9. How many permutations of 1, 2, 3, 4, 5 are there in which 1 is not in position 2, 2 is not in position 3, 3 is not in position 4, 4 is not in position 5 and 5 is not in position 1? Solution: D5 = 44 10. How many permutations of 1, 2, 3, 4, 5, 6 are there in which at least one digit is in its proper position? Solution: 6!!!! D6 = 720 ! 265 = 455 . 11. Show that the number of derangements of n objects is even if and only if n is odd. Solution: If n is even, then Dn = nDn !1 + (!1) n which must be odd. But then If n is odd, then n nDn !1 is the product of two odd integers and so it is odd. Hence, Dn = nDn !1 + (!1) is even. 12. Be able to verify the recurrence relation Dn = (n ! 1) ( Dn !1 + Dn ! 2 ) Be able to verify the recurrence Dn = nDn !1 + (!1)n by induction. D Be able to derive the generating function for pn = n . n! k ! x Be able to use the fact that " = e x . k = 0 k! Inclusion Exclusion 1. How many integers between 0 and 1000 are not divisible by any of 2, 3 or 7? Solution: Let A, B, C denote the set of integers between 0 and 1000 that are divisible by 2, 3, or 7 respectively. Let S denote the 1001 integers 0, 1, 2, …, 1000. Then we want the value of A ! B ! C . Inclusion-exclusion gives us A ! B ! C = N 0 " N1 + N 2 " N 3 = = 1001" (501 + 334 + 143) + (167 + 72 + 48) " 24 = 286 2. Using Inclusion-Exclusion find an expression for the number of permutations of 1, 2, …, n in which no even number is in its proper position. Hint: Consider the cases where n is even (i.e., n = 2m for some integer m and when n is odd say n = 2m+1) . Solution: For each number i = 1, 2, 3, …, m let Ai be the set of all permutations that have 2i in its proper position. Then Inclusion Exclusion gives, m m k k $ m' A1 ! A2 ! A3 !!! Am = # ("1) N k = # ("1) & ) (2m " k )! % k( k =0 k =0 3. How many solutions in non-negative integers are there to x1 + x 2 + x 3 + x 4 = 16 with each x i ! 5 ? Solution: Let S denote the set of all solutions (with no restrictions) and for each i = 1..4, let Ai denote the set of all solutions with x i ! 6 . Then # 19 & # 13& # 7& A1 ! A2 ! A3 ! A4 = N 0 " N1 + N 2 " N 3 + N 4 = % ( " 4 % ( + 6 % ( . $ 3' $ 3' $ 3' 4. How many permutations of a, b, c, d, e, f, g contain none of the strings abc, bcde, ade, defg? Solution: 7!!!!( 2 " 4!!+!2 " 5!)!+!( 2 " 3!!+!2 " 2!)!!!1 . 5. What is the probability that a randomly dealt 5-card hand contains at least one card of each suit? !# 52$ ! 39 ! 26 ! 13 & ' 4 # $& + 6# $& ' 4# $& "5% " 5% "5% " 5% Solution: . !# 52$ & " 5% The numerator was determined by using Inclusion-Exclusion. 6. How many 5-digit numbers using the digits 1, 2, 3, 4, 5, 6, 7, 8, 9 have no three consecutive digits the same? Solution: 9 5 ! 9(225) . 7. How many ways are there to put r distinct objects into 5 distinct boxes with no empty boxes? Solution: Let S denote the set of all distributions of the r objects (with no restrictions) and for each i = 1…5, let Ai denote the set of all such distributions with box i empty. Then A1 ! A2 ! A3 ! A4 ! A5 = N 0 " N1 + N 2 " N 3 + N 4 " N 5 = = 5 r " 5 # 4 r + 10 # 3r " 10 # 2 r + 5 8. How many arrangements of 2 x’s, 2y’s 2 z’s and 2 w’s have no two consecutive letters the same? Example: x y w z x w y z . Solution: Let X denote the set of all arrangements in which xx appears and define Y, Z, and W 8! 7! 6! 5! similarly. Then X ! Y ! Z !W = " 4 # + 6# " 4 # + 4!. 16 8 4 2 Pigeon Hole Principle 1. Suppose that there is a group of 13 people in which each person has one of the first names Bob, Bill, or Jane and each of them has one of the last names Jones, Smith, Johnson, or Cliberski. Show that there are at least two people in the group that have the same first and last name. 2. If a drawer contains 100 red socks, 100 blue socks, 100 green socks and 100 yellow socks, then how many socks must be drawn at random in order to guarantee that at least two of them have the same color? Solution: 5. 3. Show that for every 2-coloring of the points in the plane, there exists a pair of points having the same color and a unit distance apart. Hint: Consider any three points that form the vertices of an equilateral triangle of side length 1. 4. Show: For every integer N, there exists a multiple of N that contains only the digits 0 and 7. Hint: 1. Consider the numbers 7, 77, 777, 7777, 77777, … 2. If two integers n and m leave the same remainder when divided by N, then their difference is divisible by N. 5. Show that any string go length 8 using the letters a, b, c must contain a substring in which every letter appears an even number of times. Hint: Consider any string using a, b, c Define the type of the string to be (e, e, e) if each letter appears an even number of times. Define the string to be of type (e, o, o) if a appears an even number of times, and b, c each appear an odd number of times. For example the string accbaba if of type (o, e, e) since b and c appear an even number of times and a appears an odd number of times. Suppose that the string is x1 x2 x3 !x8 . Consider the 8 substrings x1 ,!!x1 x2 ,!!x1 x2 x3 ,!x1 x2 x3 x4 ,!!x1 x2 x3 x4 x5 ,!!x1 x2 x3 x4 x5 x6 ,!!x1 x2 x3 x4 x5 x6 x7 ,!!x1 x2 x3 x4 x5 x6 x7 x8 We may as well assume that none of these has each letter appearing an even number of times. Now appeal to the Pigeon Hole Principle.