Lecture 23 Rearrangement Inequality

Similar documents
Bertrand s Postulate

PUTNAM TRAINING INEQUALITIES

Induction: Solutions

How to Maximize a Function without Really Trying

THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS

Inverse Matrix. A meaning that matrix B is an inverse of matrix A.

Homework 3. = k 1. Let S be a set of n elements, and let a, b, c be distinct elements of S. The number of k-subsets of S is

Inequalities. Putnam Notes, Fall 2006 University of Utah

Solutions to Math 347 Practice Problems for the final

End-of-Year Contest. ERHS Math Club. May 5, 2009

1+x 1 + α+x. x = 2(α x2 ) 1+x

Seunghee Ye Ma 8: Week 5 Oct 28

1. By using truth tables prove that, for all statements P and Q, the statement

A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence

Math 25 Solutions to practice problems

Math 2784 (or 2794W) University of Connecticut

[ 11 ] z of degree 2 as both degree 2 each. The degree of a polynomial in n variables is the maximum of the degrees of its terms.

Section 5.1 The Basics of Counting

Recurrence Relations

Polynomials with Rational Roots that Differ by a Non-zero Constant. Generalities

Math 2112 Solutions Assignment 5

Sequences A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence

Math 61CM - Solutions to homework 3

Sequences, Mathematical Induction, and Recursion. CSE 2353 Discrete Computational Structures Spring 2018

MATH 112: HOMEWORK 6 SOLUTIONS. Problem 1: Rudin, Chapter 3, Problem s k < s k < 2 + s k+1

Intermediate Math Circles November 4, 2009 Counting II

10.1 Sequences. n term. We will deal a. a n or a n n. ( 1) n ( 1) n 1 2 ( 1) a =, 0 0,,,,, ln n. n an 2. n term.

Different kinds of Mathematical Induction

Infinite Sequences and Series

Solutions to Problem Set 8

Lecture 1. January 8, 2018

18th Bay Area Mathematical Olympiad. Problems and Solutions. February 23, 2016

USA Mathematical Talent Search Round 3 Solutions Year 27 Academic Year

Solutions to Final Exam

The Structure of Z p when p is Prime

Math 451: Euclidean and Non-Euclidean Geometry MWF 3pm, Gasson 204 Homework 3 Solutions

SEQUENCE AND SERIES NCERT

Math 155 (Lecture 3)

INEQUALITIES BJORN POONEN

a for a 1 1 matrix. a b a b 2 2 matrix: We define det ad bc 3 3 matrix: We define a a a a a a a a a a a a a a a a a a

Langford s Problem. Moti Ben-Ari. Department of Science Teaching. Weizmann Institute of Science.

Sequences I. Chapter Introduction

PROBLEM SET 5 SOLUTIONS 126 = , 37 = , 15 = , 7 = 7 1.

MATH 324 Summer 2006 Elementary Number Theory Solutions to Assignment 2 Due: Thursday July 27, 2006

Find a formula for the exponential function whose graph is given , 1 2,16 1, 6

Math 475, Problem Set #12: Answers

Joe Holbrook Memorial Math Competition

Solutions to home assignments (sketches)

1. ARITHMETIC OPERATIONS IN OBSERVER'S MATHEMATICS

lim za n n = z lim a n n.

Solutions to Tutorial 5 (Week 6)

6.3 Testing Series With Positive Terms

MATH10212 Linear Algebra B Proof Problems

4.3 Growth Rates of Solutions to Recurrences

MATH 304: MIDTERM EXAM SOLUTIONS

a for a 1 1 matrix. a b a b 2 2 matrix: We define det ad bc 3 3 matrix: We define a a a a a a a a a a a a a a a a a a

Lecture 12: November 13, 2018

RADICAL EXPRESSION. If a and x are real numbers and n is a positive integer, then x is an. n th root theorems: Example 1 Simplify

Properties and Tests of Zeros of Polynomial Functions

MA131 - Analysis 1. Workbook 2 Sequences I

ECE-S352 Introduction to Digital Signal Processing Lecture 3A Direct Solution of Difference Equations

1 Last time: similar and diagonalizable matrices

Assignment 5: Solutions

REVISION SHEET FP1 (MEI) ALGEBRA. Identities In mathematics, an identity is a statement which is true for all values of the variables it contains.

CS / MCS 401 Homework 3 grader solutions

Objective Mathematics

1 Counting and Stirling Numbers

Algorithms and Data Structures 2014 Exercises and Solutions Week 13

IP Reference guide for integer programming formulations.

Lecture Overview. 2 Permutations and Combinations. n(n 1) (n (k 1)) = n(n 1) (n k + 1) =

University of Manitoba, Mathletics 2009

The Growth of Functions. Theoretical Supplement

Let us consider the following problem to warm up towards a more general statement.

Sequences and Limits

Commutativity in Permutation Groups

MAT1026 Calculus II Basic Convergence Tests for Series

Math 299 Supplement: Real Analysis Nov 2013

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.

Frequentist Inference

Matrix Algebra 2.2 THE INVERSE OF A MATRIX Pearson Education, Inc.

PROPERTIES OF AN EULER SQUARE

Putnam Training Exercise Counting, Probability, Pigeonhole Principle (Answers)

MATH 10550, EXAM 3 SOLUTIONS

ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER / Statistics

Math 104: Homework 2 solutions

Topics. Homework Problems. MATH 301 Introduction to Analysis Chapter Four Sequences. 1. Definition of convergence of sequences.

Definition An infinite sequence of numbers is an ordered set of real numbers.

It is often useful to approximate complicated functions using simpler ones. We consider the task of approximating a function by a polynomial.

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3

Notes 19 : Martingale CLT

Review Problems 1. ICME and MS&E Refresher Course September 19, 2011 B = C = AB = A = A 2 = A 3... C 2 = C 3 = =

Optimally Sparse SVMs

Coffee Hour Problems of the Week (solutions)

Linear Programming and the Simplex Method

Topic 9: Sampling Distributions of Estimators

and each factor on the right is clearly greater than 1. which is a contradiction, so n must be prime.

Bertrand s Postulate. Theorem (Bertrand s Postulate): For every positive integer n, there is a prime p satisfying n < p 2n.

First selection test, May 1 st, 2008

Topic 9: Sampling Distributions of Estimators

MDIV. Multiple divisor functions

Transcription:

Lecture 23 Rearragemet Iequality Holde Lee 6/4/ The Iequalities We start with a example Suppose there are four boxes cotaiig $0, $20, $50 ad $00 bills, respectively You may take 2 bills from oe box, 3 bills from aother, 4 bills from aother, ad 5 bills from the remaiig box What is the maximum amout of moey you ca get? Clearly, you d wat to take as may bills as possible from the box with largest-value bills! So you would take 5 $00 bills, 4 $50 bills, 3 $20 bills, ad 2 $0 bills, for a grad total of 5 $00 + 4 $50 + 3 $20 + 2 $0 = $780 () Suppose istead that your arch-emesis (who is t very good at math) is pickig the bills istead, ad he asks you how may bills he should take from each box I this case, to miimize the amout of moey he gets, you d wat him to take as may bills as possible from the box with lowest-value bills So you tell him to take 5 $0 bills, 4 $20 bills, 3 $50 bills, ad 2 $00 bills, for a grad total of 5 $0 + 4 $20 + 3 $50 + 2 $00 = $480 (2) The maximum is attaied whe the umber of bills take ad the deomiatios are similarly sorted as i () ad the miimum is attaied whe they are oppositely sorted as i (2) The Rearragemet Iequality formalizes this observatio Theorem (Rearragemet): Let x, x 2,, x ad y, y 2,, y be real umbers (ot ecessarily positive) with x x 2 x, ad y y y, ad let σ be a permutatio of {, 2,, } (That is, σ seds each of, 2,, to a differet value i {, 2,, }) The the followig iequality holds: x y + x 2 y x y x y σ + x 2 y σ2 x y σ x y + x 2 y 2 x y Proof We prove the iequality o the right by iductio o The statemet is obvious for = Suppose it true for Let m be a iteger such that σm = Sice x x m ad y y σ, 0 (x x m )(y y σ ) (3) = x m y + x y σ x m y σ + x y

OMC 20 Rearragemet Iequality Lecture 23 Hece x y σ x m y }{{} σm x y σ x y σ x m y σ x y (4) y By the iductio hypothesis, x y σ x m y σ x y σ( ) x y x m y m x y Thus the RHS of (4) is at most x y x y + x y, as eeded To prove the LHS, apply the above with y i istead of y i (otig that egatig a iequality reverses the sig) Remark 2: Equality is attaied o the RHS if ad oly if, for every r, the followig are equal as multisets: {y m x m = r} = {y σm x m = r} To see this, ote that otherwise, usig the procedure above, at some time we will have to switch two uequal umbers y k, y m with uequal correspodig x s, x k x m, ad we get iequality (see (3)) Similarly, equality is attaied o the LHS if ad oly if for every r, {y + m x m = r} = {y σm x m = r} I particular, if the a,, a are all distict ad b,, b are all distict, the equality o the right-had side occurs oly whe σ(m) = m for all m, ad equality o the left-had side occurs oly whe σ(m) = + m for all m The rearragemet iequality ca be used to prove the followig Theorem 3 (Chebyshev): Let a a 2 a ad b b 2 b be two similarly sorted sequeces The a b + a 2 b a b a + a 2 a b + b 2 b a b a b Proof Add up the followig iequalities (which hold by the Rearragemet Iequality): a b + a 2 b 2 a b a b + a 2 b 2 a b a b 2 + a 2 b 3 a b a b + a 2 b 2 a b a b + a 2 b a b a b + a 2 b 2 a b After factorig the left-had side ad dividig by 2, we get the right-had iequality By replacig b i with b i ad usig the above result we get the left-had iequality 2 Problems Give that a, b, c 0, prove a 3 + b 3 + c 3 a 2 b + b 2 c + c 2 a 2 Powers: For a, b, c > 0 prove that 2

OMC 20 Rearragemet Iequality Lecture 23 (a) a a b b c c a b b c c a (b) a a b b c c (abc) a+b+c 3 3 Suppose a, a 2,, a > 0 ad let s = a a Prove that a s a I particular, coclude Nesbitt s Iequality for a, b, c > 0 a 4 Prove the followig for x, y, z > 0: (a) x2 y + y2 x x + y (b) x2 + y2 + z2 x + y + z y 2 z 2 x 2 z x y (c) xy z 2 + yz x 2 + zx y 2 x y + y z + z x b a + c + a s a c a + b 3 2 5 (IMO 978/2) Let a,, a be pairwise distict positive itegers Show that a 2 + a 2 2 2 a 2 + 2 6 (modified ISL 2006/A4) Prove that for all positive a, b, c, ab a + b + bc ac a + c 3(ab + bc + ca) 2(a + b + c) 7 Prove that for ay positive real umbers a, b, c the followig iequality holds: a 2 + bc b + c + b2 + ac c + a + c2 + ab a + b a + b + c 8 (MOSP 2007) Let k be a positive iteger, ad let x, x 2,, x be positive real umbers Prove that ( ) ( ) ( ) ( x k+ ) i x i + x i= i + x i= i= i x k i= i 9 The umbers to 00 are writte o a 0 0 board ( 0 i the first row, etc) We are allowed to pick ay umber ad two of its eighbors (horizotally, vertically, or diagoally but our choice must be cosistet), icrease the umber with 2 ad decrease the eighbors by, or decrease the umber by 2 ad icrease the eighbors by At some later time the umbers i the table are agai, 2,, 00 Prove that they are i the origial order 3

OMC 20 Rearragemet Iequality Lecture 23 3 Solutios The sequeces a, b, c ad a 2, b 2, c 2 are similarly sorted Therefore, by the rearragemet iequality, a 2 a + b 2 b + c 2 c a 2 b + b 2 c + c 2 a 2 Sice l is a icreasig fuctio, we take the l of both sides to fid that the iequalities are equivalet to a l a + b l b + c l c b l a + c l b + a l c a l a + b l b + c l c a + b + c (l a + l b + l c) 3 Note the sequeces (a, b, c) ad (l a, l b, l c) are similarly sorted, sice l is a icreasig fuctio The the first iequality follows from Rearragemet ad the secod from Chebyshev 3 Sice both sides are symmetric, we may assume without loss of geerality that a a The s a s a ad s a s a By Chebyshev s ( iequality with (a,, a ) ad s a,, s a ), we get a s a a ( s a (a a ) ) s a s a = ( s s ) s a s a = ( a s ) + s a s a This gives ( a a ) = s a s a a a s a s a 4 (a) Without loss of geerality, x y The x 2 y 2 ad, ie y x (x2, y 2 ) ad (, ) are similarly sorted Thus y x x 2 y + y2 x x2 x + y2 y (b) Lettig a = x, b = y, c = z, the iequality is equivalet to y z x a 2 + b 2 + c 2 ab + bc + ca This is true by the rearragemet iequality applied to the similarly sorted sequeces (a, b, c) ad (a, b, c) 4

OMC 20 Rearragemet Iequality Lecture 23 (c) Let a = x 3 y 3 z 2 3, b = x 3 z 3 y 2 3 which was proved i problem, ad c = y 3 z 3 The the iequality to prove becomes x 2 3 a 3 + b 3 + c 3 a 2 b + b 2 c + c 2 a 5 Let b,, b be the umbers a,, a i icreasig order Sice b b ad, by the rearragemet iequality, 2 2 a 2 + a 2 2 2 a 2 b 2 + b 2 2 2 b 2 However, sice the positive itegers b m are distict ad i icreasig order, we must have b m m This gives the RHS is at least + 2 + 6 Sice the iequality is symmetric we may assume a b c The We claim that a + b a + c b + c (5) ab a + b ac a + c Ideed, the two iequalities are equivalet to both of which hold a 2 b + abc a 2 c + abc abc + ac 2 abc + bc 2 Thus by Chebyshev applied to (5) ad (6), we get ( ab a + b + ac a + c + bc b + c (6) bc ) ((a + b) + (a + c) + (b + c)) 3(ab + bc + ca) (7) b + c Dividig by 2(a + b + c) gives the desired iequality (Note: The origial problem asked to prove i<j a i a j a i + a j 2(a a ) a i a j whe a,, a This ca be proved by summig (7) over all 3-elemet subsets {a, b, c} of (the multiset) {a,, a }, the dividig This is a rare istace of a geeral iequality followig directly from the 3-variable case!) 7 Sice the iequality is symmetric, we may assume without loss of geerality that a b c The a 2 b 2 c 2 b + c a + c a + b 5 i<j

OMC 20 Rearragemet Iequality Lecture 23 Hece by the rearragemet iequality, a 2 Addig bc b+c + ac c+a + ab a+b a 2 + bc b + c b2 c + a + c2 a + b to both sides gives + b2 + ac c + a + c2 + ab a + b b2 c2 c + a + a2 a + b b2 + bc c2 + ac c + a + a2 + ab a + b b(b + c) c(c + a) a(a + b) = + + b + c c + a a + b = a + b + c 8 We apply Chebyshev s iequality twice: ( ) ( ) [ ( ) ( )] ( ) x k i x i x + x i= i x k i i= i= i + x i= i i= ( ) [ ( ) ( )] x k i = x x k i i= i + x i= i i= ( ) ( ) x k+ i + x i i= x k i Ideed, without loss of geerality x x I the first applicatio of Chebyshev we use that the followig are oppositely sorted: i= x k x k x k + x xk + x The secod iequality comes from the fact that f(x) = xk is a icreasig fuctio +x for k, x 0: if x y the x k y k ad x k y k together give x k + x k y y k + xy k x k + x yk + y (A simple derivative calculatio also does the trick) I the secod applicatio of Chebyshev we use that the followig are similarly sorted: x k + x xk + x x x 9 Look for a ivariat! Let a ij = 0(i ) + j, the origial umber i the (i, j) positio i the array Let b ij be the umbers after some trasformatios The P = a ij b ij i,j 0 6

OMC 20 Rearragemet Iequality Lecture 23 is ivariat (Ideed, two opposite eighbors of a ij are a ij ± d for some d; the sum chages by ±(2a ij (a ij d) (a ij + d)) = 0 at each step) Iitially, P = i,j 0 a2 ij Suppose that b ij are a permutatio of the a ij s The i,j 0 a 2 ij = i,j 0 a ij b ij By the equality case of the rearragemet iequality, sice the a ij are all distict ad the b ij are all distict, the a ij ad b ij must be sorted similarly, ie a ij = b ij for all i, j Refereces [] A Egel Problem-Solvig Strategies Spriger, 998, New York 7