The Art of Bijective Combinatorics Part IV
Combinatorial theory of orthogonal polynomials and continued fractions
The Institute of Mathematical Sciences, Chennai, India (January-March 2019)
Chapter 2 Moments and histories
Chapter 2a
January 28 , 2019
slides of Ch2a (pdf 18 Mo )
video Ch2a link to Ekalavya (IMSc Media Center)
video Ch2a link to YouTube (from IMSc Matsciencechanel Playlist)
video Ch2a link to bilibili
Recalling Chapter 1: paths and moments 3 0:36
first steps with the notion of histories 10 03:27
Orthogonal Sheffer polynomials 15 05:00
the Askey scheme of hypergeometric orthogonal polynomials 16-17 05:15
definition of Sheffer polynomials 18 6:35
characterization of orthogonal Sheffer polynomials 20-21 8:38
Laguerre polynomails (with parameter alpha) 23 16:05
coefficients, exponential generating function, orthogonality 25 16:47
coefficients b_k and lamda_k and moments of Laguerre polynomials (with parameter alpha) 26 18:12
discussion 20:06
moments n! and (n+1)! 27 21:43
introduction to the bijection Laguerre histories -- permutations for the 5 Sheffer polynomials 28-31 22:34
Permutations: classic 32 25:17
recalling elementary definitions and bijections (from Part I, Ch4a) 33 25:32
the bijection cycles and lr-min elements 34-35 26:20
lr-min (left to right minimum elements) 36 27:47
rises, descents of a permutation 38 30:56
geometric thoery of Eulerian polynomials (D.Foata and M.P.Schützenberger) 39 31:56
exceedances of a permutation 40 32:36
eulerian distribution 41
discussion: correction for p 42 34:53
up-down sequence of a permutation, alternating permutations 43 36:41
sub-excedante functions 44 37:54
inversion table of a permutation 45-46 38:40
iversion table and Stirling numbers 47 41:25
the reverse bijection: from sub-excedante functions to permutations 48 42:56
Laguerre histories and moments of Laguerre polynomials 49 46:56
spliting the valuation b_k lamda_k_ into four weights b'_k, b''_k, a_k, c_k 51-53 49:13
the weight v* of a Motzkin path 54 53:54
Laguerre histories: definition 56 56:11
The FV bijection Laguerre histories -- permutations, description with words 62 1:00:50
Reciprocal bijection: permutations -- Laguerre histories 67 1:08:13
peak, valley, double rise, double descent of a permutation 68 1:08:21
the x-decomposition in a permutation 70 1:11:24
an example (of the reverse bijection) 73-74 1:15:13
about the pattern (31-2) 75 1:18:36
The end 76 1:23:49
Chapter 2b
January 31 , 2019
slides of Ch2b (pdf 28 Mo )
video Ch2b link to Ekalavya (IMSc Media Center)
video Ch2b link to YouTube (from IMSc Matsciencechanel Playlist)
video Ch2b link to bilibili
Reminding Ch2a 3 00:43
The bijection Laguerre histories -- permutations described with words
Weighted Laguerre histories 9 06:01
the parameter alpha as lr-max elements 13 08:45
initial elements in a permutation 17 16:39
exercise: characterization of lr-min elements 18 18:20
discussion: lr-min elements, outstanding elements, average cost in computer science, harmonic number, ... 20:37
Restricted Laguerre histories 19 22:18
definition: restricted Laguerre histories 20 23:08
the parameter beta as lr-min elements 21 25:26
(large) Laguerre histories and restrictred Laguerre histories: summary 22-23 28:34
the FV bijection Laguerre histories -- permutations, description with binary trees 24 30:04
binary trees: recalling main notions ( from Part I, Ch2a) 25
anecdot about the choice between words or binary trees notations 25-26 30:35
definition: binary trees 26 32:06
Catalan numbers 27 33:14
bijection binary trees -- complete binary trees 28-30 33:22
subtrees 32 34:46
double vertex, (right, left) simple vertex, leaf 33 35:11
left and right principal branch of a binary tree 34 35:39
inorder (or symmetric order) 35-36 36:03
Increasing binary trees (from PartI, Ch2a) 37 37:10
definition: increasing binary tree 38 37:26
definition: projection of an increasing binary tree 38 38:50
"déployé" of a word and the reverse bijection permutation -- increasing binary trees 39 40:14
an example 40-44 42:37
definition: x-factorization 45 43:28
Corollary: relation valley, peak, double rise, double descent -- double vertex, leaf, right and left simple vertex 46 46:21
relation lr-min, rl-min elements and left, right principal branches in increasing binary trees 48 49:40
The bijection Laguerre histories -- permutations, description with increasing binary trees 52 51:45
description of the bijection Laguerre histories -- increasing permutations 54-62 51:59
comparison of the two descriptions of the FV bijection 64-72 53:40
Orthogonal Sheffer polynomials 75 54:41
recalling definition and characterization (from Ch1a) 76-77 54:45
recalling the five orthogonal Sheffer polynomials 78-80 55:36
Charlier histories 81 57:10
Charlier polynomials: coefficients, exponential generating function, orthogonality 82 57:19
Charlier polynomials: coefficients b_k and lamda_k, moments 83 58:05
Charlier histories: definition 84 59:14
Charlier histories: an example 85-94 1:00:31
Hermite histories 95 1:05:03
Moments of Meixner polynomials 98 1:06:48
coefficients, exponential generating function, orthogonality 99 1:07:01
coefficients b_k and lamda_k 100 1:07:42
spliting the coefficients b_k and lamda_k for a combinatorial interpretation of the moments 101 1:09:24
Eulerian polynomials and explicit expression for the moments 102-103 1:12:27
particular case: Meixner-Kreweras polynomials and ordered partitions 105 1:15:12
Moments of the Meixner-Pollaczek polynomials 106 1:17:20
exponential generating function, orthogonality 107 1:17:31
coefficients b_k and lamda_k 108 1:18:07
combinatorial interpretations of the moments 109-110 1:20:04
discussion about the parameters s(sigma), v(simgma) and symmetries of permutations 111 1:22:33
special case with Euler (or secant) numbers and alternating permutations 112-113 1:26:01
Table for the moments of the five Sheffer polynomials 114 1:27:03
Moments for the general formal Sheffer orthogonal polynomials 119 1:27:35
interpretation of these moments permutations with 6 parameters 121-123 1:28:07
The end 124 1:31:09
Chapter 2c
February 4, 2019
slides of Ch2c (v2, pdf 24 Mo )
video Ch2c link to Ekalavya (IMSc Media Center)
video Ch2c link to YouTube (from IMSc Matsciencechanel Playlist)
video Ch2c link to bilibili
Reminding Ch2b 3 00:30
Closure of histories 20 10:12
Closure of the (open) history (with Motzkin paths) for set partitions (Ch1d) 26 18:14
Closure of the (open) history (with Favard paths) for permutations (Ch1d) 38 23:28
Moments for the general formal Sheffer orthogonal polynomials 57
interpretation of these moments with permutations in "cycles notation" with 6 parameters 58 35:09
The two bijections restricted Laguere histories -- permutations (in "word notation" and in "cycles notation") acting in parallel 59 36:15
Back to an exercise of Ch2b (histories for Meixner-Kreweras moments) 76 39:20
The origin of the notion of histories:
computer science, data structures and histories 78 41:45
Example: binary search tres, analysis of algorithms 79 42:49
average cost of an insertion in a binary search tree 86 45:08
relation binary search tree and increasing binary tree 87 45:58
Data structures and histories: integrated cost 88 47:23
dictionnary data structure 89 47:35
the idea of integratrd cost of a data structure
Françon's "histoire de fichiers" (data structure histories) 90 51:10
Priority queue 91
Representation of an history for the data structure "dictionnary" (with a Laguerre heap of segments) 95 53:19
Laguerre heaps of segments: reminding the notion of heaps of pieces, (ABjC Part II) 105 58:20
heaps of pieces: definition 109-110 59:15
the example of heaps of segments 111 1:01:04
Laguerre heap (of pointed segments): definition 114 1:03:12
Laguerre heap: an example 114 1:06:04
Bijection Laguerre heaps -- (restricted) Laguerre histories -- permutations 116 1:07:32
bijection Laguerre heaps -- (restricted) Laguerre histories: description on an exemple 119-132 1:08:59
the trilogy: Laguerre heaps -- (restricted) Laguerre histories -- permutations 133 1:13:02
3 implementations of restricted Laguerre histories: word and cycle notations, heaps and preheaps (explanation with the hands) 1:17:31
Moments for the general formal Sheffer orthogonal polynomials with 6 parameters:
word notation 134 1:19:04
cycle notation 135 1:19:26
interpretation of these moments with Laguerre heaps with 6 parameters 136 1:19:44
interpretation of these moments with Laguerre heaps with 8 (even 12) parameters 136-139 1:22:15
Conclusion: relation with the PASEP (ABjC Part III) 140 1:25:08
The end 145 1:26:41