About this Course
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지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 35시간 필요

권장: 8 weeks, 10-12 hours per week...

영어

자막: 영어

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 35시간 필요

권장: 8 weeks, 10-12 hours per week...

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 11시간 필요

Introduction

...
1 video (Total 8 min), 4 readings
1개의 동영상
4개의 읽기 자료
Course Overview10m
Grading and Logistics10m
Suggested Readings
About the Instructor10m
완료하는 데 11시간 필요

Permutations and binomial coefficients

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
7개의 동영상
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
1개 연습문제
Quiz 2
2
완료하는 데 11시간 필요

Binomial coefficients, continued. Inclusion and exclusion formula.

In 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
7개의 동영상
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
1개 연습문제
Quiz 3
3
완료하는 데 14시간 필요

Linear recurrences. The Fibonacci sequence

We 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
11개의 동영상
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
1개의 읽기 자료
Spoilers! Solutions for quizzes 2, 3, and 4.
1개 연습문제
Quiz 4
4
완료하는 데 13시간 필요

A nonlinear recurrence: many faces of Catalan numbers

In 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
7개의 동영상
Recurrence relation for triangulations11m
The cashier problem9m
Dyck paths5m
Recurrence relations for Dyck paths9m
Reflection trick and a formula for Catalan numbers12m
Binary trees15m
1개의 읽기 자료
Solutions10m
5
완료하는 데 12시간 필요

Generating functions: a unified approach to combinatorial problems. Solving linear recurrences

We introduce the central notion of our course, the notion of a generating function. We start with studying properties of formal power series and then apply the machinery of generating functions to solving linear recurrence relations....
9 videos (Total 87 min), 1 reading, 1 quiz
9개의 동영상
Formal power series11m
When are formal power series invertible?9m
Derivation of formal power series12m
Binomial theorem for negative integer exponents8m
Solving the Fibonacci recurrence relation9m
Solving the Fibonacci recurrence 2: Binet formula6m
Generating functions of linear recurrence relations are rational7m
Solving linear recurrence relations: general case10m
1개의 읽기 자료
Math expressions10m
1개 연습문제
Quiz 6
6
완료하는 데 11시간 필요

Generating functions, continued. Generating function of the Catalan sequence

In this lecture we discuss further properties of formal power series. In particular, we prove an analogue of the binomial theorem for an arbitrary rational exponent. We apply this technique to computing the generating function of the sequence of Catalan numbers....
6 videos (Total 61 min), 1 quiz
6개의 동영상
Derivation and integration of formal power series10m
Chain rule. Inverse function theorem7m
Logarithm. Logarithmic derivative5m
Binomial theorem for arbitrary exponents13m
Generating function for Catalan numbers14m
1개 연습문제
Quiz 7
7
완료하는 데 13시간 필요

Partitions. Euler’s generating function for partitions and pentagonal formula

In this lecture we introduce partitions, i.e. the number of ways to present a given integer as a sum of ordered integer summands. There is no closed formula for the number of partitions; however, it is possible to compute their generating function. We study the properties of this generating function, including the famous Pentagonal theorem, due to Leonhard Euler....
9 videos (Total 87 min), 1 reading, 1 quiz
9개의 동영상
Young diagrams4m
Generating function for partitions15m
Partitions with odd and distinct summands11m
Sylvester’s bijection8m
Euler’s pentagonal theorem12m
Proof of Euler’s pentagonal theorem 18m
Proof of Euler’s pentagonal theorem 214m
Computing the number of partitions via the pentagonal theorem6m
1개의 읽기 자료
Spoilers! Solutions for quizzes 6, 7, and 8.
1개 연습문제
Quiz 8
8
완료하는 데 14시간 필요

Gaussian binomial coefficients. “Quantum” versions of combinatorial identities

Our final lecture is devoted to the so-called "q-analogues" of various combinatorial notions and identities. As a general principle, we replace identities with numbers by identities with polynomials in a certain variable, usually denoted by q, that return the original statement as q tends to 1. This approach turns out to be extremely useful in various branches of mathematics, from number theory to representation theory....
8 videos (Total 80 min), 1 reading, 1 quiz
8개의 동영상
q-binomial coefficients: definition and first properties10m
Recurrence relation for q-binomial coefficients 114m
Recurrence relation for q-binomial coefficients 23m
Explicit formula for q-binomial coefficients11m
Euler’s partition function8m
Sidebar: q-binomial coefficients in linear algebra9m
q-binomial theorem10m
1개의 읽기 자료
Solutions10m
4.6
25개의 리뷰Chevron Right

최상위 리뷰

대학: RAMar 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.

대학: RRAug 22nd 2017

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

강사

Avatar

Evgeny Smirnov

Associate Professor
Faculty of Mathematics

국립 연구 고등 경제 대학 정보

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 communicamathematics, engineering, and more. Learn more on www.hse.ru...

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 수료증을 구매하면 성적 평가 과제를 포함한 모든 강좌 자료에 접근할 수 있습니다. 강좌를 완료하면 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 콘텐츠만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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