Questions dealing with recursive algorithms. Their analysis often involves recurrence relations, which have their own tag.

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1answer
56 views

Problem understanding Master theorem

I'm studying the Master theorem (for the analysis of recursive algorithms) and I perfectly understand why a binary search is of order $\log_2(n)$. I also understand that if we formulate it as $T(n) ≤ ...
1
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1answer
74 views

Recursive Function - $f(n)=f(an)+f(bn)+n$

I've got this recursive function $f(n)=f(an)+f(bn)+n$, and I need to find $θ$ on $f(n)$, as $a+b>1$. Using a recursive tree, I managed to bound it by $n\log(n)$ from the bottom and by $n^2$ from ...
0
votes
1answer
72 views

Karatsuba Method

For polynomials $f(x)$, $g(x)$ of degree $d = 2^{r-1}-1$, how do I check that multiplying $f(x)$ and $g(x)$ by the Karatsuba method requires $3^{r-1}$ multiplications in the field $F$?
2
votes
1answer
24 views

How would I go about converting $U(n)= 4^n+U(n-1)$ into an explicit form? [closed]

I have the recursive function $U(n)= 4^n+U(n-1)$, and I'd like to convert it into an explicit form. If you could also walk me through the process that would be great. Thanks!
2
votes
2answers
83 views

Master theorem, algorithms $T(n) = 2T(n/3) + \log n$

Can I solve $ T(n) = 2T(n/3) + \log n $ using the master theorem?It doesn't seem to fit in any case.
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2answers
45 views

Relation between series and equations

There is following quotes from wiki on Plastic number: The powers of the plastic number $A(n) = ρ^n$ satisfy the recurrence relation $A(n) = A(n − 2) + A(n − 3)$ for $n > 2$. And 2nd is that ...
0
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1answer
54 views

Find a linear-time algorithm for finding if element occurs n/4 times

Give a linear-time algorithm that determines whether an unsorted sequence of n real numbers contains a number that occurs at least n/4 times in the sequence. You algorithm should report “no” if ...
-4
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1answer
46 views

Find a recursive algorithm to find $a^{2^n}$

Edit1: Used Latex. =] Edit2: Thanks for the guidance to the users below. Really helped me out editing the post and guidance on the math problem. The question gave me a hint: $a^{2^{n+1}} = (a^{2^n}) ...
8
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6answers
697 views

Non-literal applications of “Shortest Path” algorithm?

It's obvious that it's used in stuff like Google Maps, but what are some more metaphorical applications where you're minimizing the path between nodes (which can represent anything)
-1
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1answer
52 views

How should I proceed to solve this recurrence relation: $T(n) = T(n - 1)^2$

I tried to solve this recurrence relation, but I was confused when I had to determine the pattern. $$ T(n) = \begin{cases} 3, & \text{if }n = 0 \\ T(n - 1)^2, & \text{if }n > 0 \end{cases} ...
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0answers
53 views

Chaining recursive functions

$T(0,r) = k$ $T(n,r) = k + T(n-1,r) + T(n-1,r+1)$ $T(n,0) = k + T(n-1,0) + T(n-1,1)$ $T(n,1) = k + T(n-1,1) + T(n-1,2)$ $T(n,2) = k + T(n-1,2)$ $T(n,3) = k$ Compact: $T(n,0) = k' + T(n-1,0) + ...
0
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1answer
49 views

$T(n) = 2T(n/2) +n\log n$ - Algorithms

According to this http://en.wikipedia.org/wiki/Introduction_to_Algorithms $T(n)=2T(n/2)+n\log n$ is not case 3 of Master Theorem, can someone explain me why? And which case of master theorem it is?
0
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0answers
46 views

How can I find the height of the Recursion Tree?

How do I determine the height of a Recursion tree? For example for the recursion $T(n) = 3T(\frac{2n}{3}) + O(1) $. Could you give me a hint?
1
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1answer
348 views

Solving the recurrence relation $T(n) = T(n-\sqrt n) + 1$

I have an algorithm that at each step can discard $\lceil\sqrt(n)\rceil$ possibilities at a cost $1$. The solution to the recurrence relation below is related to the question of complexity of such ...
0
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1answer
18 views

How to calculate rental income of an appreciating property?

I'm trying to calculate the total rental income I might receive over 25 years. The rent is 5% of the property value, which is initially £300k. If the property itself increases in value by 3% per year, ...
0
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1answer
41 views

how to write a recursive definition

so the question asks to define s(n) as the number of strings of a's b's and c's of length n that do not contains "aa". write a recursive definition for s(n). what is s(0),s(1),s(2),s(3). i had to ...
1
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1answer
80 views

Combinatorial Proof of Identity

How do I build a combinatorial proof of the following recursion: $$\binom {n}{k} = (k+1)\binom {n-1}{k}+(n-k)\binom {n-1}{k-1}$$ I'm having really big difficulties in finding the right way to ...
3
votes
1answer
44 views

$n$th term of a recursive formula

I have a formula $$ 1 + px + \dfrac{p(p-1)}{1*2}x^2 + \dfrac{p(p-1)(p-2)}{1*2*3} x^3 $$ can someone please tell me what the formula is for the $n$th term of this recursive definition ? Do I have to do ...
2
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0answers
53 views

Proof relating to Euclidian Algorithm

The question is as follows: (1): Let m and n be positive integers with n < m and let r be the remainder when m is divided by n. Prove that $$r < \frac m2$$ (2): The Euclidean Algorithm for ...
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0answers
70 views

Solving a Recurrence Relation With Summation and Tau Function

How can I solve the following: $$ T(n) = \sum_{i = 1}^{d(n) - 2}T(v_i) + \sum_{i = d(n) - 1}^{n - 1}c + c' $$ Where $d(n)$ is the Tau function, and v is the set of values dividing n. e.g. $d(18) = ...
2
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0answers
43 views

Verify that this recurrence relation is in O(log n)

For the recurrence $T(n)=2*\lceil\frac{n+1}{2}\rceil+c$ is in $\Theta(lg n)$ My attempt at a solution (mostly just wanting to verify its correct). Lower Bound: $T(n)=2*\lceil\frac{n+1}{2}\rceil+c$ ...
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2answers
77 views

Solving this recurrence relation

Hi all I'm preparing for a midterm and the following appeared as a practice problem that I'm not quite sure how to solve. It asks to find a tight bound on the recurrence using induction $$ {\rm ...
3
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0answers
92 views

What is this method of dividing a plane called?

I have an idea of a method for recursively dividing a plane, and as I'd like to do more research about this algorithm and the set of points that it produces, I'd like to know what it's formally known ...
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1answer
252 views

Cyclic tower of hanoi problem [duplicate]

If I have 3 rods in a circle and it is allowed to move the disks only in the clockwise direction. How many moves is necessary to move n disks from first rod to the third rod?
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2answers
53 views

Calculate a recursive equation in terms of theta

I am struggling with the following equation for one week! Please help me solve it. $$T(n)=T(\frac{n}{2})+\frac{n}{logn}$$ So far, I have come to the equation $T(n)=\Sigma \frac{2^x}{x}$
0
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1answer
121 views

Quadratic Map Solution

I read this on Wolfram Alpha. It states that: a quadratic recurrence relation uses a second degree polynomial to express $x_{n+1}$ as a function of $x_n$. A "quadratic map", then, is a recurrence ...
2
votes
1answer
354 views

How to solve this recurrence relation with Sigma notation (f(n, m) = f(n - 1, m) + f(n, m- 1) + c?

This recurrence relation was inferred from the function $f(n, m) = f(n - 1, m) + f(n, m-1) + c$. After expanding the latter, I ended up with the following: $$f(n,m)=\begin{cases} 0,&\text{if ...
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1answer
58 views

Transfer a program into a logarithm formula

I have been thinking what is the math formula for the piece of code I wrote below. Assume there are B, D and F three positive integers, and D is smaller than F. Given D and F, the value of B would be ...
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0answers
30 views

Recursive and Recusively enumerable

{1^n | n finite integer and >1}, is this language recursive? I'm not sure how to prove that a language is recursive, I only know that there should be a TM that accepts any finite input and then ...
0
votes
1answer
36 views

Recursive Algorithm Analysis

$$T(n) = 2\cdot \sqrt{n} \cdot T(\sqrt{n}) + \Theta (\lg n)$$ I have been trying to solve this question but I could not find anything. My approach: $n = 2^k$ $S(k) = T(2^n)$ and $S(k/2) = ...
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1answer
34 views

What is the link between the quotient and the Bézout coefficients in the Extended Euclidean Algorithm?

Here is an image from the wikipedia page of the EEA for working out the Bézout coefficients for 240·sk + 46·tk = rk where rk = GCD(240,183): What I am trying to work out is what si and ti ...
2
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1answer
143 views

The Matrix Inversion Lemma: the General Case

I find it is hard to understand the application senario of the Matrix Inversion Lemma in non-special cases. Suppose I already computed $A^{-1}$ and want to find $\left(A+UCV \right)^{-1}$. The Matrix ...
0
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0answers
67 views

Why can I not generalize O(n^log5) for squaring matrice of size n

I have a question that is bugging me for around a 3 days, I first asked this question in stackoverflow but no one could answer it reasonably though they tried to help, so finally I found here as a ...
0
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1answer
31 views

Recursively calculate grand total

Starting January, I have a value of 2.5. Each month I add 2.5. I believe that I = Prt will tell me the final value in December, but I need the running total. Ex: ...
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1answer
30 views

Multiplication cannot be obtained from zero, successor, and identity by composition without recursion

The task is to show that multiplication cannot be obtained by zero, successor, or identity functions by composition without using recursion at least twice. I'm primarily confused because it doesn't ...
0
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1answer
207 views

Show that $gcd(x,y)$ and $z = lcm(x,y)$ is primitive recursive

For the $gcd(x,y)$ we note: $gcd(x,0) = x$ $gcd(x,succ(y)) = gcd(succ(y),mod(x,succ(y)))$ $succ(x)$ and $mod(x,y)$ are both primitive recursive, so $gcd(x,y)$ must be as well. $z = lcm(x,y)$ if ...
1
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1answer
154 views

Find coefficients of polynomial that has zeros at certain points

Given a list of values z0, z1, ..., zn-1 (possibly with repetitions), show how to find the coefficients of a polynomial P(x) of degree-bound n + 1 that has zeros only at z0, z1, ..., zn-1 (possibly ...
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0answers
30 views

Determining the optimally scoring move on a probabilistically represented 2D grid in real time

I'm posting this to StackOverflow, cstheory.stackexchange.com, and math.stackexchange.com because I'm not really sure where it fits best. I hope that's OK. I have a 2D grid (size varies per map, ...
1
vote
3answers
293 views

Recurrence relations (Big-O notation)

Say I'm given a recursive function such as: function(n) { if (n <= 1) return; int i; for(i = 0; i < n; i++) { function(0.8n) } } ...
4
votes
5answers
1k views

Where do the first two numbers of Fibonacci Sequence come from? [duplicate]

I'm trying to code a simple algorithm that prints out the $n^{th}$ Fibonacci number. However, my program requires the initial seed values $F_0 = 0$ and $F_1 = 1$, when I'm hopeful I can figure ...
0
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3answers
39 views

A closed form for the recursion?

Let $x$ and $y$ be real numbers and $x < y$ Given the recursion: $m_0 = \frac{x+y}{2}$ and $m_1 =\frac{m_0+ y}{2}$, so in general, $$m_i = \frac{m_{i-1} + y}{2}$$.. What is $m_{\infty}$? thanks ...
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1answer
41 views

Time complexity of indirect recursion

How to find the complexity of an the given algorithm: Algorithm f(int n) { if(n==1)return(1); else { f(n-1)+g(n-1); } } Algorithm g(int n) { ...
0
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0answers
248 views

Find all possible paths in a Matrix

I'm looking for algorithms to find all paths in a 4 x 4 matrix. The rules are as follows You can move in any direction (up, down, left, right, and diagonally) The next square in the path must be a ...
2
votes
1answer
115 views

Solve the recurrence relation:$T(n)=\sqrt{n}T\left(\sqrt{n}\right)+\sqrt{n}$ [closed]

I have doubt in solving the following questions: $T(n)=2T(\sqrt{n})+n$ $T(n)=\sqrt{n}T(\sqrt{n})+c$ $T(n)=\sqrt{n}T(\sqrt{n})+\sqrt{n}$ T(2)=1 for all the problems Atleast give the final answer.
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1answer
151 views

How to show this algorithm on positive semidefinite matrices converges to a global maximum determinant

I'm dealing with an algorithm which is supposed to converge to the maximum determinant of certain positive semidefinite matrices. The problem is that we have such a matrix, and we vary certain ...
4
votes
3answers
167 views

How does $\tbinom{4n}{2n}$ relate to $\tbinom{2n}{n}$?

I got this question in my mind when I was working on a solution to factorial recurrence and came up with this recurrence relation: $$(2n)!=\binom{2n}{n}(n!)^2$$ which made me wonder: is there also a ...
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1answer
120 views

Help with Recursive Algorithm

We are to determine a recurrence relation for a recursive algorithm. Let us use the Josephus Problem for this: Given n people standing in a circle, every kth person is killed until one person ...
1
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1answer
113 views

What's a useful recurrence relation for $(2n)!$ in terms of $n!$?

I want to make an algorithm for $n!$ which will divide the number in half and call the algorithm again until n is so close to $0$ that a value of $1$ can be safely returned, and use the value of each ...
1
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1answer
63 views

Creating Recurrence

If I have an integer $n \geq1$, and I had to draw $n$ straight lines, so that no two of them are parallel as well as no three of them intersect in one single point. These lines divide the plane into ...
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4answers
42 views

Identity for this recursive relation with multiple terms

I have a recursive relation algorithm which is defined as follows: $$F_n = 3(F_{n-1} - F_{n-2}) + F_{n-3}$$ $$F_0 = 0$$ $$F_1 = 1$$ $$F_2 = 4$$ From calculating the first few values, I know this is ...