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Chapter 3 Evaluating Sums 3.1 Normalizing Summations 3.2 Perturbation 3.3 Summing with Generating Functions 3.4 Finite Calculus 3.5 Iteration and Partitioning of Sums 3.6 Inclusion-Exclusion 1

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Page 1: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Chapter 3Evaluating Sums

3.1 Normalizing Summations3.2 Perturbation3.3 Summing with Generating Functions3.4 Finite Calculus3.5 Iteration and Partitioning of Sums3.6 Inclusion-Exclusion

1

Page 2: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

2 Chapter 3 Evaluating Sums

Page 3: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.1 Normalizing Summations 3

3.1 NORMALIZING SUMMATIONS

Page 4: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

4 Chapter 3 Evaluating Sums

Page 5: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.1 Normalizing Summations 5

Sums over Sets

Fig 3.1.1

Page 6: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

6 Chapter 3 Evaluating Sums

Page 7: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.1 Normalizing Summations 7

Iverson Truth Function

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8 Chapter 3 Evaluating Sums

Algebraic Regrouping

Page 9: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.1 Normalizing Summations 9

Page 10: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

10 Chapter 3 Evaluating Sums

Page 11: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.1 Normalizing Summations 11

Harmonic Numbers

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12 Chapter 3 Evaluating Sums

Fig 3.1.2

Page 13: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.1 Normalizing Summations 13

GKP Notations

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14 Chapter 3 Evaluating Sums

3.2 PERTURBATION

Page 15: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.2 Perturbation 15

A Classical Example of Perturbation

Page 16: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

16 Chapter 3 Evaluating Sums

Page 17: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.2 Perturbation 17

Indirect Perturbation

Page 18: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

18 Chapter 3 Evaluating Sums

Page 19: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.2 Perturbation 19

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20 Chapter 3 Evaluating Sums

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Section 3.3 Summing with OGF’s 21

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22 Chapter 3 Evaluating Sums

3.3 SUMMING WITH OGF’S

Revisiting Examples

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Section 3.3 Summing with OGF’s 23

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24 Chapter 3 Evaluating Sums

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Section 3.3 Summing with OGF’s 25

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26 Chapter 3 Evaluating Sums

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Section 3.3 Summing with OGF’s 27

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28 Chapter 3 Evaluating Sums

3.4 FINITE CALCULUS

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Section 3.4 Finite Calculus 29

Summing a Polynomial

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30 Chapter 3 Evaluating Sums

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Section 3.4 Finite Calculus 31

Formula for Summing Exponentials

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32 Chapter 3 Evaluating Sums

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Section 3.4 Finite Calculus 33

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34 Chapter 3 Evaluating Sums

Falling Negative Powers

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Section 3.4 Finite Calculus 35

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36 Chapter 3 Evaluating Sums

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Section 3.4 Finite Calculus 37

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38 Chapter 3 Evaluating Sums

Harmonic Numbers

Page 39: Ev aluating Sums - Columbia Universitycs4205/files/CM3.pdf · Chapter 3 Ev aluating Sums 3.1 Normalizing Summations 3.2 P e rturbation 3.3 Summing with Generating Functions 3.4 Finite

Section 3.4 Finite Calculus 39

Product Formula

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40 Chapter 3 Evaluating Sums

Summation by Parts

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Section 3.4 Finite Calculus 41

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42 Chapter 3 Evaluating Sums

Table 3.4.1

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Section 3.4 Finite Calculus 43

Table 3.4.2

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44 Chapter 3 Evaluating Sums

3.5 ITERATED SUMS

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Section 3.5 Iterated Sums 45

Independent Indices

Fig 3.5.1

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46 Chapter 3 Evaluating Sums

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Section 3.5 Iterated Sums 47

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48 Chapter 3 Evaluating Sums

Dependent Indices

Fig 3.5.2

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Section 3.5 Iterated Sums 49

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50 Chapter 3 Evaluating Sums

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Section 3.5 Iterated Sums 51

Linear Partitioning: Floor Sums

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52 Chapter 3 Evaluating Sums

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Section 3.5 Iterated Sums 53

Table 3.5.1

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54 Chapter 3 Evaluating Sums

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Section 3.5 Iterated Sums 55

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56 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 57

3.6 INCLUSION-EXCLUSION

Venn Diagrams for Overlapping Subsets

Fig 3.6.1

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58 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 59

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60 Chapter 3 Evaluating Sums

Venn Diagrams for 3 or More Subsets

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Section 3.6 Inclusion-Exclusion 61

Fig 3.6.2

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62 Chapter 3 Evaluating Sums

Fig 3.6.3

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Section 3.6 Inclusion-Exclusion 63

Context for Inclusion-Exclusion

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64 Chapter 3 Evaluating Sums

Formulas for Inclusion-Exclusion

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Section 3.6 Inclusion-Exclusion 65

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66 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 67

Stirling Subset Numbers

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68 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 69

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70 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 71

Derangements

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72 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 73

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74 Chapter 3 Evaluating Sums

Counting Bipartite Matchings

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Section 3.6 Inclusion-Exclusion 75

Fig 3.6.4

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76 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 77

Fig 3.6.5

Chromatic Polynomials

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78 Chapter 3 Evaluating Sums

Fig 3.6.6

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Section 3.6 Inclusion-Exclusion 79

Fig 3.6.7

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80 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 81

Fig 3.6.8

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82 Chapter 3 Evaluating Sums

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Section 3.6 Inclusion-Exclusion 83