# Questions tagged [recursion]

Questions about objects such as functions, algorithms or data structures that are expressed using "smaller" instances of themselves.

431 questions
Filter by
Sorted by
Tagged with
61k views

### What is tail recursion?

I know the general concept of recursion. I came across the concept of tail recursion while studying the quicksort algorithm. In this video of quick sort algorithm from MIT at 18:30 seconds the ...
10k views

### Iteration can replace Recursion?

I've been seeing all over stack Overflow, e.g here, here, here, here, here and some others I don't care to mention, that "any program that uses recursion can be converted to a program using only ...
60k views

### What is most efficient for GCD?

I know that Euclid’s algorithm is the best algorithm for getting the GCD (great common divisor) of a list of positive integers. But in practice you can code this algorithm in various ways. (In my case,...
44k views

### When to use recursion?

When are some (relatively) basic (think first year college level CS student) instances when one would use recursion instead of just a loop?
2k views

### Recursive definitions over an inductive type with nested components

Consider an inductive type which has some recursive occurrences in a nested, but strictly positive location. For example, trees with finite branching with nodes using a generic list data structure to ...
14k views

### Why are loops faster than recursion?

In practice I understand that any recursion can be written as a loop (and vice versa(?)) and if we measure with actual computers we find that loops are faster than recursion for the same problem. But ...
998 views

### Does the Y combinator contradict the Curry-Howard correspondence?

The Y combinator has the type $(a \rightarrow a) \rightarrow a$. By the Curry-Howard Correspondence, because the type $(a \rightarrow a) \rightarrow a$ is inhabited, it must correspond to a true ...
14k views

### Can a tree be traversed without recursion, stack, or queue, and just a handful of pointers?

Half a decade ago I was sitting in a data structures class where the professor offered extra credit if anyone could traverse a tree without using recursion, a stack, queue, etc. (or any other similar ...
4k views

### Will this program terminate for every Integer?

In a Part Test for GATE Preparation there was a question : f(n): if n is even: f(n) = n/2 else f(n) = f(f(n-1)) I answered "It will terminate for all ...
3k views

### Examples of sophisticated recursive algorithms

I was explaining the famous deterministic linear-time selection algorithm (median of medians algorithm) to a friend. The recursion in this algorithm (while being very simple) is quite sophisticated. ...
662 views

### What property of cons allows elimination of tail recursion modulo cons?

I'm familiar with the idea of basic tail recursion elimination, where functions that return the direct result of a call to themselves can be rewritten as iterative loops. ...
43k views

### Complexity of recursive Fibonacci algorithm

Using the following recursive Fibonacci algorithm: def fib(n): if n==0: return 0 elif n==1 return 1 return (fib(n-1)+fib(n-2)) If I input ...
2k views

### Is this a generic way to convert any recursive procedure to tail-recursion?

It seems that I've found a generic way to convert any recursive procedure to tail-recursion: Define a helper sub-procedure with an extra "result" parameter. Apply what would be applied to the ...
759 views

### Do “inductively” and “recursively” have very similar meanings?

Do "inductively" and "recursively" mean very similar? For example, if there is an algorithm that determines a n-dim vector by determine its first k+1 components based on its first k components having ...
2k views

### Towers of Hanoi but with arbitrary initial and final configuration

Recently, I came across this problem, a variation of towers of hanoi. Problem statement: Consider the folowing variation of the well know problem Towers of Hanoi: We are given $n$ towers ...
4k views

### Algorithm to test whether a binary tree is a search tree and count complete branches

I need to create a recursive algorithm to see if a binary tree is a binary search tree as well as count how many complete branches are there (a parent node with both left and right children nodes) ...
582 views

### How to derive dependently typed eliminators?

In dependently-typed programming, there are two main ways of decomposing data and performing recursion: Dependent pattern matching: function definitions are given as multiple clauses. Unification ...
361 views

### What is the running time of this recursive algorithm?

I made the following (ungolfed) Haskell program for the code golf challenge of computing the first $n$ values of A229037. This is my proposed solution to compute the $n$th value: ...
2k views

### Difference between Tail-Recursion and structural recursion

Is there any difference between structural-recursion and Tail-recursion or they both are same? I see that in both of these recursions , the recursive function is called on the subset of the orignal ...
1k views

### Correct name for a recursive descent parser that uses loops to handle left recursion?

This grammar is left recursive: ...
183 views

### Ackerman hierarchy for higher order primitive recursion in System T

Gödel defines in his System T primitive recursion over higher types. I found notes from Girard where he explains the implementation of System T on top of simply typed lambda calculus. On page 50 he ...
3k views

### Teaching Recursion

I'm a teacher assistant in my university and my next topic is recursion. what way is the best to teach recursion so that the student can grasp the concept easily and can think recursively? I was ...
243 views

### What is the depth of recursion if we split an array into $\log_2(n)$ with each recursive call?

We have a function which takes an array as input. It breaks an array into $\log_2(n)$ parts with equal sizes where $n$ is the size of the subarray. It keeps breaking each of the subarrays until there ...
1k views

### How to go from a recurrence relation to a final complexity

I have an algorithm, shown below, that I need to analyze. Because it's recursive in nature I set up a recurrence relation. ...
232 views

### How can the class of tail recursive functions be compared to the classes of PR and R?

How can the class of tail recursive functions (TR) be compared to the classes of primitive recursive functions (PR) and recursive functions (R)? The computation of a PR function always halts. This ...
10k views

### Space complexity analysis of binary recursive sum algorithm

I was reading page 147 of Goodrich and Tamassia, Data Structures and Algorithms in Java, 3rd Ed. (Google books). It gives example of linear sum algorithm which uses linear recursion to calculate sum ...
524 views

### Worst-case input for median-of-medians with groups of size 3

Typically, median of medians algorithm is written with groups of size $5$ or $7$ to ensure worst-case linear performance. The argument against groups of size $k=3$ is typically that we get a ...
576 views

### Confused between turing-completeness and universal approximation - are they related?

I am trying to de-knot a point of confusion in my mind regarding "turing-completeness" and the "universal approximation theorem". The context here is deep neural nets: So, consider two types of ...
700 views

### What is the formal justification for the correctness of the second formulation of rod cutting DP solution

CLRS on section 15.1 3rd edition has a good discussion of the rod cutting problem. I will add a description at the end of the question for reference. Define $r_j$ to be the optimal way to cut a rod ...
479 views

### Inductive vs. recursive definition

When should I call a definition recursive and when should I call it inductive? I have read Carl Mummert's nice answer on MSE. So if I understand correctly we refer to definitions of objects like ...
336 views

13k views

### Can Breadth-First Search be Implemented Recursively without Data Structures?

I'm in a data structures course, but our current unit discusses recursion and not data structures, and I need to implement breadth-first recursion for the purpose of finding the shortest path through ...
545 views

### Algorithm to find maximum number of floors you can check with N eggs and D maximum drops

Question: You are given access to a multistory building. You have N eggs and are allowed D maximum drops from their window. Rules: If a egg is dropped from window of floor F and it breaks, it will ...
1k views

### Since we need space for recursive calls, is the space complexity of the recursive factorial is n?

As Wikipedia says, quickSort needs O(log n) extra space when the following conditions are met: In-place partitioning is used. This unstable partition requires O(1) space. After partitioning, the ...
139 views

### Unrolling multi-variable mu (μ) expressions in type theory

Unrolling an iso-recursive μ-type expression such as, say, one isomorphic to natural numbers: μα.1+α using ...
98 views

### How to show all possible implied parenthesis?

Can I use recursion to find out the possible parenthesis we can add to this expression: 2*3-4*5 ? (2*(3-(4*5))) = -34 ((2*3)-(4*5)) = -14 ((2*(3-4))*5) = -10 (2*((3-4)*5)) = -10 (((2*3)-4)*5) = ...
190 views

7k views

### Can we create recursive functions only by using if-else statements?

I have to show whether a program containing only if-else statements but no loops is able to calculate the following type of functions: $f^n(x)$. The function $f$ is applied $n$ times to $x$, so I ...
674 views

### How to show that f(x) is primitive recursive?

Let $$f(x)=\begin{cases} x \quad \text{if Goldbach's conjecture is true }\\ 0 \quad \text{otherwise}\end{cases}$$ Show that f(x) is primitive recursive. I know a primitive recursive ...
184 views

### Alan Perlis Epigram on Recursion

So, while trying to dive into "recursion" and the like, I came across an epigram about recursion by Alan Perlis: Recursion is the root of computation since it trades description for time. -- ...
271 views

### What is a 'subrecursive algorithm'?

I am reading Exploring Robotic Minds by Prof. Jun Tani, and came across the term subrecursive. Original context: Another possibility might be to assume ...
19k views

### How to calculate the mergesort time complexity?

Recently while reading a book (Skienna) I came across the following statement: Mergesort works by dividing nodes in half at each level until the number of nodes becomes 1 hence total number of ...
For analyzing the running time of an algorithm , I'm stuck with this recursive equation : $$T(n) = \log(n) \cdot T(\log n) + n$$ Obviously this can't be handled with the use of the Master Theorem, ...
The Josephus Problem asks where to start taking out every kth person in the circle consisted of n people, such that you are the last "survivor". The following recursive formula is given: \begin{...