Offered By

National Research University Higher School of Economics

About this Course

4.6

55 ratings

•

22 reviews

Enumerative combinatorics deals with finite sets and their cardinalities. In other words, a typical problem of enumerative combinatorics is to find the number of ways a certain pattern can be formed.
In the first part of our course we will be dealing with elementary combinatorial objects and notions: permutations, combinations, compositions, Fibonacci and Catalan numbers etc. In the second part of the course we introduce the notion of generating functions and use it to study recurrence relations and partition numbers.
The course is mostly self-contained. However, some acquaintance with basic linear algebra and analysis (including Taylor series expansion) may be very helpful....

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Suggested: 8 weeks, 10-12 hours per week...

Subtitles: English...

Start instantly and learn at your own schedule.

Reset deadlines in accordance to your schedule.

Suggested: 8 weeks, 10-12 hours per week...

Subtitles: English...

Week

1...

1 video (Total 8 min), 4 readings

Course Overview10m

Grading and Logistics10m

Suggested Readingsm

About the Instructor10m

In this introductory lecture we discuss fundamental combinatorial constructions: we will see how to compute the number of words of fixed length in a given alphabet, the number of permutations of a finite set and the number of subsets with a given number of elements in a finite set. The latter numbers are called binomial coefficients; we will see how they appear in various combinatorial problems in this and forthcoming lectures. As an application of combinatorial methods, we also give a combinatorial proof of Fermat's little theorem....

7 videos (Total 78 min), 1 quiz

Words9m

Permutations10m

k-permutations8m

Merry-go-rounds and Fermat’s little theorem 18m

Merry-go-rounds and Fermat’s little theorem 211m

Binomial coefficients14m

The Pascal triangle16m

Quiz 2m

Week

2In the first part of this lecture we will see more applications of binomial coefficients, in particular, their appearance in counting multisets. The second part is devoted to the principle of inclusion and exclusion: a technique which allows us to find the number of elements in the union of several sets, given the cardinalities of all of their intersections. We discuss its applications to various combinatorial problem, including the computation of the number of permutations without fixed points (the derangement problem)....

7 videos (Total 87 min), 1 quiz

Balls in boxes and multisets 110m

Balls in boxes and multisets 26m

Integer compositions11m

Principle of inclusion and exclusion: two examples12m

Principle of inclusion and exclusion: general statement9m

The derangement problem19m

Quiz 3m

Week

3We start with a well-known "rabbit problem", which dates back to Fibonacci. Using the Fibonacci sequence as our main example, we discuss a general method of solving linear recurrences with constant coefficients....

11 videos (Total 105 min), 1 reading, 1 quiz

Fibonacci numbers and the Pascal triangle7m

Domino tilings8m

Vending machine problem10m

Linear recurrence relations: definition7m

The characteristic equation8m

Linear recurrence relations of order 211m

The Binet formula11m

Sidebar: the golden ratio9m

Linear recurrence relations of arbitrary order8m

The case of roots with multiplicities12m

Spoilers! Solutions for quizzes 2, 3, and 4.m

Quiz 4m

Week

4In this lecture we introduce Catalan numbers and discuss several ways to define them: via triangulations of a polygon, Dyck paths and binary trees. We also prove an explicit formula for Catalan numbers....

7 videos (Total 73 min), 1 reading, 1 quiz

Recurrence relation for triangulations11m

The cashier problem9m

Dyck paths5m

Recurrence relations for Dyck paths9m

Reflection trick and a formula for Catalan numbers12m

Binary trees15m

Solutions10m

4.6

By RA•Mar 30th 2018

Excellent selection of material and presentation; TAs were of great help as well. The techniques taught in this course will be a nice addition to my algorithms analysis toolbox.

By RR•Aug 22nd 2017

Great lectures and content. I really enjoyed it. However, the solutions exercises could be clearer and in more detail. Thank you!

National Research University - Higher School of Economics (HSE) is one of the top research universities in Russia. Established in 1992 to promote new research and teaching in economics and related disciplines, it now offers programs at all levels of university education across an extraordinary range of fields of study including business, sociology, cultural studies, philosophy, political science, international relations, law, Asian studies, media and communications, IT, mathematics, engineering, and more.
Learn more on www.hse.ru...

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