First derivative test and 组合数学 (Fall 2017)/Problem Set 1: Difference between pages

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== Problem 1 ==
In [[calculus]], the '''first derivative test''' is used to determine local [[:en:Maxima_and_minima|maxima and minima]] of a [[function]]. Furthermore, the first derivative test can be used to determine [[:en:Interval_(mathematics)|intervals]] of increase and intervals of decrease.<ref>https://www.math.hmc.edu/calculus/tutorials/extrema/</ref>
#有<math>k</math>种不同的明信片,每种明信片有无限多张,寄给<math>n</math>个人,每人一张,有多少种方法?
#有<math>k</math>种不同的明信片,每种明信片有无限多张,寄给<math>n</math>个人,每人一张,每个人必须收到不同种类的明信片,有多少种方法?
#有<math>k</math>种不同的明信片,每种明信片有无限多张,寄给<math>n</math>个人,每人收到<math>r</math>张不同的明信片(但不同的人可以收到相同的明信片),有多少种方法?
#只有一种明信片,共有<math>m</math>张,寄给<math>n</math>个人,全部寄完,每个人可以收多张明信片或者不收明信片,有多少种方法?
#有<math>k</math>种不同的明信片,其中第<math>i</math>种明信片有<math>m_i</math>张,寄给<math>n</math>个人,全部寄完,每个人可以收多张明信片或者不收明信片,有多少种方法?


==Critical Points (and how to find them)==
== Problem 2 ==
[[Critical point]]s are values in the [[:en:Domain_of_a_function|domain]] of a function where its [[:en:Derivative|derivative]] is 0 or [[:en:Undefined_(mathematics)|undefined]] (<math>f'(x)=0</math> or <math>f'(x)</math> doesn't exist).<ref>http://tutorial.math.lamar.edu/Classes/CalcI/CriticalPoints.aspx</ref>
Find the number of ways to select <math>2n</math> balls from <math>n</math> identical blue balls, <math>n</math> identical red balls and <math>n</math> identical green balls.
* Give a combinatorial proof for the problem.
* Give an algebraic proof for the problem.


To find the critical points of a function, compute the first derivative of the function and set it equal to zero. Solve for the [[:en:Zero_of_a_function|zeroes]] of this [[:en:Equation|equation]]. Similarly, if you have a [[:en:Rational_function|rational function]] (<math>f(x)=\dfrac{a}{b}</math>, where <math>b \neq 0</math>) find what values will cause the [[:en:Fraction_(mathematics)|denominator]] to be equal to 0 because this will make the function undefined, and therefore not [[:en:Differentiable_function|differentiable]] at this point. These are all of your critical numbers.
== Problem 3 ==
*一个长度为<math>n</math>的“山峦”是如下由<math>n</math>个"/"和<math>n</math>个"\"组成的,从坐标<math>(0,0)</math>到<math>(0,2n)</math>的折线,但任何时候都不允许低于<math>x</math>轴。例如下图:


Plug these numbers into your original function to find the exact [[:en:Coordinate_system|coordinate]] of these critical points.
    /\
  /  \/\/\    /\/\
  /        \/\/    \/\/\
  ----------------------
:长度为<math>n</math>的“山峦”有多少?


=== Example: <math>f(x)=\dfrac{1}{3}x^3-\dfrac{5}{2}x^2+6x</math> ===
*一个长度为<math>n</math>的“地貌”是由<math>n</math>个"/"和<math>n</math>个"\"组成的,从坐标<math>(0,0)</math><math>(0,2n)</math>的折线,允许低于<math>x</math>轴。长度为<math>n</math>的“地貌”有多少?
<math>f'(x)=x^2-5x+6</math>


<math>x^2-5x+6=0</math>
== Problem 4==
李雷和韩梅梅竞选学生会主席,韩梅梅获得选票 <math>p</math> 张,李雷获得选票 <math>q</math> 张,<math>p>q</math>。我们将总共的 <math>p+q</math> 张选票一张一张的点数,有多少种选票的排序方式使得在整个点票过程中,韩梅梅的票数一直高于李雷的票数?等价地,假设选票均匀分布的随机排列,以多大概率在整个点票过程中,韩梅梅的票数一直高于李雷的票数。


<math>(x-3)(x-2)=0</math>
==Problem 5==
A <math>2\times n</math> rectangle is to be paved with <math>1\times 2</math> identical blocks and <math>2\times 2</math> identical blocks. Let <math>f(n)</math> denote the number of ways that can be done. Find a recurrence relation for <math>f(n)</math>, solve the recurrence relation.


<math>x=3</math> and <math>x=2</math>
== Problem 6 ==
Let <math>a_n</math> be a sequence of numbers satisfying the recurrence relation:
:<math>p a_n+q a_{n-1}+r a_{n-2}=0</math>
with initial condition <math>a_0=s</math> and <math>a_1=t</math>, where <math>p,q,r,s,t</math> are constants such that <math>{p}+q+r=0</math>, <math>p\neq 0</math> and <math>s\neq t</math>. Solve the recurrence relation.


<math>f(3)=\dfrac{1}{3}3^3-\dfrac{5}{2}3^2+3(3)=\dfrac{27}{2}</math>
== Problem 7 ==
* 令<math>s_n</math>表示长度为<math>n</math>,没有2个连续的1的二进制串的数量,即
*:<math>s_n=|\{x\in\{0,1\}^n\mid \forall 1\le i\le n-1, x_ix_{i+1}\neq 11\}|</math>。
:求 <math>s_n</math>


<math>f(2)=\dfrac{1}{3}2^3-\dfrac{5}{2}2^2+3(2)=-\dfrac{4}{3}</math>
*令<math>t_n</math>表示长度为<math>n</math>,没有3个连续的1的二进制串的数量,即
*:<math>t_n=|\{x\in\{0,1\}^n\mid \forall 1\le i\le n-2, x_ix_{i+1}x_{i+2}\neq 111\}|</math>。
*#给出计算<math>t_n</math>的递归式,并给出足够的初始值。
*#计算<math>t_n</math>的生成函数<math>T(x)=\sum_{n\ge 0}t_n x^n</math>,给出生成函数<math>T(x)</math>的闭合形式。


So the two critical points are <math>(3,\dfrac{27}{2})</math> and <math>(2,-\dfrac{4}{3})</math>.
注意:只需解生成函数的闭合形式,无需展开。
 
==First derivative test==
To determine whether these points are local maximas, minimas, or neither, we need to consider the intervals between each of the points.  Plug in a value from each interval into the first derivative of the function. If the value is positive, then that is an interval of increase. If the value is negative, then that is an interval of decrease. Finally, if two neighboring intervals change sign then that point is either a local maxima or minima. If the first interval is positive and the second interval negative, then the critical point is a local maxima. If the first interval is negative and the second interval positive, then the critical point is a local minima. If both intervals are positive or both intervals are negative, then the critical point is neither a local maxima or minima.
 
The first derivative test is used in calculus [[mathematical optimization|optimization]] problems.
 
==References==
{{reflist}}
 
[[Category:Calculus]]

Revision as of 13:09, 17 September 2017

Problem 1

  1. [math]\displaystyle{ k }[/math]种不同的明信片,每种明信片有无限多张,寄给[math]\displaystyle{ n }[/math]个人,每人一张,有多少种方法?
  2. [math]\displaystyle{ k }[/math]种不同的明信片,每种明信片有无限多张,寄给[math]\displaystyle{ n }[/math]个人,每人一张,每个人必须收到不同种类的明信片,有多少种方法?
  3. [math]\displaystyle{ k }[/math]种不同的明信片,每种明信片有无限多张,寄给[math]\displaystyle{ n }[/math]个人,每人收到[math]\displaystyle{ r }[/math]张不同的明信片(但不同的人可以收到相同的明信片),有多少种方法?
  4. 只有一种明信片,共有[math]\displaystyle{ m }[/math]张,寄给[math]\displaystyle{ n }[/math]个人,全部寄完,每个人可以收多张明信片或者不收明信片,有多少种方法?
  5. [math]\displaystyle{ k }[/math]种不同的明信片,其中第[math]\displaystyle{ i }[/math]种明信片有[math]\displaystyle{ m_i }[/math]张,寄给[math]\displaystyle{ n }[/math]个人,全部寄完,每个人可以收多张明信片或者不收明信片,有多少种方法?

Problem 2

Find the number of ways to select [math]\displaystyle{ 2n }[/math] balls from [math]\displaystyle{ n }[/math] identical blue balls, [math]\displaystyle{ n }[/math] identical red balls and [math]\displaystyle{ n }[/math] identical green balls.

  • Give a combinatorial proof for the problem.
  • Give an algebraic proof for the problem.

Problem 3

  • 一个长度为[math]\displaystyle{ n }[/math]的“山峦”是如下由[math]\displaystyle{ n }[/math]个"/"和[math]\displaystyle{ n }[/math]个"\"组成的,从坐标[math]\displaystyle{ (0,0) }[/math][math]\displaystyle{ (0,2n) }[/math]的折线,但任何时候都不允许低于[math]\displaystyle{ x }[/math]轴。例如下图:
   /\
  /  \/\/\    /\/\
 /        \/\/    \/\/\
 ----------------------
长度为[math]\displaystyle{ n }[/math]的“山峦”有多少?
  • 一个长度为[math]\displaystyle{ n }[/math]的“地貌”是由[math]\displaystyle{ n }[/math]个"/"和[math]\displaystyle{ n }[/math]个"\"组成的,从坐标[math]\displaystyle{ (0,0) }[/math][math]\displaystyle{ (0,2n) }[/math]的折线,允许低于[math]\displaystyle{ x }[/math]轴。长度为[math]\displaystyle{ n }[/math]的“地貌”有多少?

Problem 4

李雷和韩梅梅竞选学生会主席,韩梅梅获得选票 [math]\displaystyle{ p }[/math] 张,李雷获得选票 [math]\displaystyle{ q }[/math] 张,[math]\displaystyle{ p\gt q }[/math]。我们将总共的 [math]\displaystyle{ p+q }[/math] 张选票一张一张的点数,有多少种选票的排序方式使得在整个点票过程中,韩梅梅的票数一直高于李雷的票数?等价地,假设选票均匀分布的随机排列,以多大概率在整个点票过程中,韩梅梅的票数一直高于李雷的票数。

Problem 5

A [math]\displaystyle{ 2\times n }[/math] rectangle is to be paved with [math]\displaystyle{ 1\times 2 }[/math] identical blocks and [math]\displaystyle{ 2\times 2 }[/math] identical blocks. Let [math]\displaystyle{ f(n) }[/math] denote the number of ways that can be done. Find a recurrence relation for [math]\displaystyle{ f(n) }[/math], solve the recurrence relation.

Problem 6

Let [math]\displaystyle{ a_n }[/math] be a sequence of numbers satisfying the recurrence relation:

[math]\displaystyle{ p a_n+q a_{n-1}+r a_{n-2}=0 }[/math]

with initial condition [math]\displaystyle{ a_0=s }[/math] and [math]\displaystyle{ a_1=t }[/math], where [math]\displaystyle{ p,q,r,s,t }[/math] are constants such that [math]\displaystyle{ {p}+q+r=0 }[/math], [math]\displaystyle{ p\neq 0 }[/math] and [math]\displaystyle{ s\neq t }[/math]. Solve the recurrence relation.

Problem 7

  • [math]\displaystyle{ s_n }[/math]表示长度为[math]\displaystyle{ n }[/math],没有2个连续的1的二进制串的数量,即
    [math]\displaystyle{ s_n=|\{x\in\{0,1\}^n\mid \forall 1\le i\le n-1, x_ix_{i+1}\neq 11\}| }[/math]
[math]\displaystyle{ s_n }[/math]
  • [math]\displaystyle{ t_n }[/math]表示长度为[math]\displaystyle{ n }[/math],没有3个连续的1的二进制串的数量,即
    [math]\displaystyle{ t_n=|\{x\in\{0,1\}^n\mid \forall 1\le i\le n-2, x_ix_{i+1}x_{i+2}\neq 111\}| }[/math]
    1. 给出计算[math]\displaystyle{ t_n }[/math]的递归式,并给出足够的初始值。
    2. 计算[math]\displaystyle{ t_n }[/math]的生成函数[math]\displaystyle{ T(x)=\sum_{n\ge 0}t_n x^n }[/math],给出生成函数[math]\displaystyle{ T(x) }[/math]的闭合形式。

注意:只需解生成函数的闭合形式,无需展开。