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Week 7 - Friday
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What did we talk about last time? Set disproofs Russell’s paradox Function basics
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A man has two 10 gallon jars The first contains 6 gallons of wine and the second contains 6 gallons of water He poured 3 gallons of wine into the water jar and stirred Then he poured 3 gallons of the mixture in the water jar into the wine jar and stirred Then he poured 3 gallons of the mixture in the wine jar into the water jar and stirred He continued the process until both jars had the same concentration of wine How many pouring operations did he do?
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A function f from set X to set Y is a relation between elements of X (inputs) and elements of Y (outputs) such that each input is related to exactly one output We write f: X Y to indicate this X is called the domain of f Y is called the co-domain of f The range of f is { y Y | y = f(x), for some x X} The inverse image of y is { x X | f(x) = y }
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Using standard assumptions, consider f(x) = x 2 What is the domain? What is the co-domain? What is the range? What is f(3.2)? What is the inverse image of 4? Assume that the set of positive integers is the domain and co-domain What is the range? What is f(3.2)? What is the inverse image of 4?
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With finite domains and co-domains, we can define a function using an arrow diagram What is the domain? What is the co-domain? What are f(a), f(b), and f(c)? What is the range? What are the inverse images of 1, 2, 3, and 4? Represent f as a set of ordered pairs abcabc abcabc 12341234 12341234 XYf
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Which of the following are functions from X to Y? abcabc abcabc 12341234 12341234 XYf abcabc abcabc 12341234 12341234 XYg abcabc abcabc 12341234 12341234 XYh
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Given two functions f and g from X to Y, f equals g, written f = g, iff: f(x) = g(x) for all x X Let f(x) = |x| and g(x) = Does f = g? Let f(x) = x and g(x) = 1/(1/x) Does f = g?
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Functions can be defined from any well- defined set to any other There is an identity function from any set to itself We can represent a sequence as a function from a range of integers to the values of the sequence We can create a function mapping from sets to integers, for example, giving the cardinality of certain sets
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You should know this already But, this is the official place where it should be covered formally There is a function called the logarithm with base b of x defined from R + - {1} to R as follows: log b x = y b y = x
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For a function of multiple values, we can define its domain to be the Cartesian product of sets Let S n be strings of 1's and 0's of length n An important CS concept is Hamming distance Hamming distance takes two binary strings of length n and gives the number of places where they differ Let Hamming distance be H: S n x S n Z nonneg What is H(00101, 01110)? What is H(10001, 01111)?
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There are two ways in which a function can be poorly defined It does not provide a mapping for every value in the domain Example: f: R R such that f(x) = 1/x It provides more than one mapping for some value in the domain Example: f: Q Z such that f(m/n) = m, where m and n are the integers representing the rational number
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Let F be a function from X to Y F is one-to-one (or injective) if and only if: If F(x 1 ) = F(x 2 ) then x 1 = x 2 Is f(x) = x 2 from Z to Z one-to-one? Is f(x) = x 2 from Z + to Z one-to-one? Is h(x) one-to-one? abcabc abcabc 12341234 12341234 XYh
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To prove that f from X to Y is one-to-one, prove that x 1, x 2 X, f(x 1 ) = f(x 2 ) x 1 = x 2 To disprove, just find a counter example Prove that f: R R defined by f(x) = 4x – 1 is one-to-one Prove that g: Z Z defined by g(n) = n 2 is not one-to-one
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Let F be a function from X to Y F is onto (or surjective) if and only if: y Y, x X such that F(x) = y Is f(x) = x 2 from Z to Z onto? Is f(x) = x 2 from R + to R + onto? Is h(x) onto? abcabc abcabc 123123 123123 XYh
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If a function F: X Y is both one-to-one and onto (bijective), then there is an inverse function F -1 : Y X such that: F -1 (y) = x F(x) = y, for all x X and y Y
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If there are two functions f: A B and g: Y Z such that the range of f is a subset of the domain of g, we can define a new function g o f: A Z such that (g o f)(x) = g(f(x)), for all x A
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As before, we can show these functions for finite sets using arrow diagrams What's the arrow diagram for (g o f)(x)? 123123 123123 e e xyzxyz xyzxyz abcdabcd abcdabcd f g
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The identity function (on set X) maps elements from set X to themselves Thus, the identity function i x : X X is: i X (x) = x For functions f: X Y and g: Y X What is (f o i X )(x)? What is (i X 0 g)(x)?
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If functions f: X Y and g: Y Z are both one-to-one, then g o f is one-to-one If functions f: X Y and g: Y Z are both onto, then g o f is onto How would you go about proving these claims?
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If f: X Y is one-to-one and onto with inverse function f -1 : Y X, then What is f -1 o f? What is f o f -1 ?
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Student Lecture
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If n pigeons fly into m pigeonholes, where n > m, then there is at least one pigeonhole with two or more pigeons in it More formally, if a function has a larger domain than co-domain, it cannot be one-to-one We cannot say exactly how many pigeons are in any given holes Some holes may be empty But, at least one hole will have at least two pigeons
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A sock drawer has white socks, black socks, and red argyle socks, all mixed together, What is the smallest number of socks you need to pull out to be guaranteed a matching pair? Let A = {1, 2, 3, 4, 5, 6, 7, 8} If you select five distinct elements from A, must it be the case that some pair of integers from the five you selected will sum to 9?
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If n pigeons fly into m pigeonholes, and for some positive integer k, n > km, then at least one pigeonhole contains k + 1 or more pigeons in it Example: In a group of 85 people, at least 4 must have the same last initial
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Cardinality gives the number of things in a set Cardinality is: Reflexive: A has the same cardinality as A Symmetric: If A has the same cardinality as B, B has the same cardinality as A Transitive: If A has the same cardinality as B, and B has the same cardinality as C, A has the same cardinality as C For finite sets, we could just count the things to determine if two sets have the same cardinality
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Because we can't just count the number of things in infinite sets, we need a more general definition For any sets A and B, A has the same cardinality as B iff there is a bijective mapping A to B Thus, for any element in A, it corresponds to exactly one element in B, and everything in B has exactly one corresponding element in A
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Show that the set of positive integers has the same cardinality as the set of all integers Hint: Create a bijective function from all integers to positive integers Hint 2: Map the positive integers to even integers and the negative integers to odd integers
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A set is called countably infinite if it has the same cardinality as Z + You have just shown that Z is countable It turns out that (positive) rational numbers are countable too, because we can construct a table of their values and move diagonally across it, numbering values, skipping numbers that have been listed already 1/11/21/31/4 2/12/22/32/4 3/13/23/33/4 4/14/24/34/4
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We showed that positive rational numbers were countable, but a trick similar to the one for integers can show that all rational numbers are countable The book gives a classic proof that real numbers are not countable, but we don't have time to go through it For future reference, the cardinality of positive integers, countable infinity, is named 0 (pronounced aleph null) The cardinality of real numbers, the first uncountable infinity (because there are infinitely many uncountable infinities), is named 1 (pronounced aleph 1)
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Relations (after Spring Break) Exam 2 is the Monday after the Monday after Spring Break
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Work on Homework 5 Due on Monday after Spring Break Look at Homework 6 Read Chapter 8 for after Spring Break
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