Questions tagged [loop-invariants]

Properties that hold before and after every execution of a loop. Used to prove correctness of algorithms.

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13 views

Loop invariant initialisation confusion

Consider the algorithm LastMatch below, which returns the offset (shift) of the last occurrence of the pattern P in text T, or -1 if P does not occur in T: ...
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Proof that this sorting algorithm sorts the input

I'm given this "sorting" algorithm and now I'm supposed to prove, that if given an array of integers of length $n$, sort(A,0,n-1) will sort it. ...
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40 views

Dealing with test condition '=' for a while loop when determining a bound function/loop variant

The following is the definition of what a bound function for a while loop must satisfy: The bound function is an integer-valued, total function of some of the inputs, variables and global data that ...
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How to prove a bound function for a sequence of numbers?

Let $G_n$ be defined by $$G_n = \begin{cases} 1 & n=0 \\ 2 & n = 1 \\ 3 & n = 2 \\ 4 & n = 3 \\ 2G_{n-1}-2G_{n-3}+G_{n-4} & n\geq4 \end{cases}$$ How can I prove that $f(n) = n$...
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Loop Invariant Code Motion - am I missing something?

I've been implementing LICM for a project, and came upon a strange observation. Let's say we have a loop int i = 10; while (i > 0) { a = 2; i--; } ...
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Loop-Invariant for a program fragment

Q) Consider the following program fragment: var x,y:integer; x:=1; y:=0; while y < x do begin x:=2∗x; y:=y+1; end; For the above fragment , ...
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Finding invariant when detecting a cycle

Let consider a connected graph $G = (V, E)$ which is not oriented. One way to detect a cycle in such a graph is : Create an array : seen of size $\mid V \mid$ with seen[i] = false for all $i$ ...
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107 views

Proving correctness of the Newton's Method for finding the square root of a number

I'm trying to prove the correctness of this simple square root calculation algorithm using SPARK: ...
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Find an invariant in the minimum algorithm

I have the following simple algorithm to find the smallest element of an array $A$ of numbers: ...
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193 views

Iterative Fibonacci algorithm correctness proof, finding loop invariants

The algorithm take in an integer $n$ and outputs the $n$th number in the Fibonacci sequence ($F_n$). The sequence starts with $F_0$. I am trying to prove the correctness assuming valid input: ...
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1answer
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How to understand out of bound in the following theoretical context?

Consider the following initialization step of loop invariant for merge procedure Initialization: Prior to the first iteration of the loop, we have $k=p$, so that the subarray $A[p .. k - 1]$ is ...
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Equivalent Algorithm with Sharman Morrison inversion

I am trying to invert a matrix using Woodbury identity. The inversion using Cholesky decomposition has the following pseudo-code: For $t=1,2,...$ $(1)\;\; \text{Read}\;x_t\in\mathbb{R}^n$ ...
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Does code motion/hoisting happen on if statements/branches? [closed]

Consider the following C code: for(int i=0; i<100000; i++) { if (operation == 0) { a[i] *= 2; } else { a[i] += 1; } } Would a real ...
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120 views

Loop Invariant summation

So I am stuck: I have this algorithm from which I need to find a loop invariant but I just can't get my head around it : ...
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Finding a strong loop invariant

Pseudocode: if n < 2 return false while n != 1 if n % 2 != 0 return false n = n/2 return true The loop will terminate when n is odd. If n =...
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161 views

Is Loop Invariant Proof a form of Induction?

As far as I see, what computer scientists refer to as loop invariant proofs are exact replicas of induction proof. Is it true? Can I state that loop invariant proof implies an induction? Is there a ...
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Invariant on “Find K Closest Elements” problem

I run across this problem: Given a sorted array, two integers k and x, find the k closest ...
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1answer
79 views

Loop termination - Loop invariant

(x >= 0 && y >= 0) q = 0; r = x; while ( r >=y ) { r = r - y; q = q + 1; } (x = q*y +r) && (r >= 0) && (r < y) For ...
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Find the loop invariant of the given while loop

I don't know how to find a loop invariant. I'm not sure where to start. Can anyone find the loop invariant of the given program and explain your method please. ...
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Inference rules for deriving invariants in Hoare logic

The following algorithm is supposed to compare two strings $S_1$ and $S_2$ ("/\" for empty string): ...
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Loop invariant for

The programme returns the number of digits of an integer $n>0$. I still have some difficulties to understand the difference between the loop invariant condition and what the loop should actually ...
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Developing invariants for comparing two strings

The following algorithm is supposed to compare two strings $S_1$ and $S_2$ ("/\" for empty string): ...
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Loop invariant condition IsPrime program

I'm new to the concept of loop invariant and I'm trying to figure out the loop invariant for a program that returns if an integer is prime and, if not, one possible factorization. My intuition is that ...
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347 views

Proving correctness of an iterative Fibonacci algorithm

One of the questions in the problem sets that I'm struggling in is this specific number that asks me to prove an iterative Fibonacci algorithm. The algorithm is written below: ...
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Counting the number of occurences - loop invariant

I'm trying to come up with loop invariant for the following program. k = a[0] m = 1 p = 1 while p < n: if a[p] == k: m += 1 p += 1 return m I ...
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How to get Loop invariants to prove program is correct in Hoare logic

start off stating the definition of a loop invariant. It is a condition that must be true at the start of the loop and must be true after each iteration of the loop. I understand what it is but i have ...
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Deterministic Nonfinite Automaton - Longest Block of Ones

How to Think About Algorithms - Jeff Edmonds Exercise 2.2.2 The problem asks to find $\sum$, Q, δ, s, and F of this program if we see it as an automaton. Edmonds characterized this as deterministic ...
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Expression of the weakest precondition of a while loop

I am interested in computing weakest preconditions (WP) of loops. If I refer to Wikipedia "Predicate Transformer semantics", the WP for e.g. total correction of a loop annotated with an invariant I ...
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Hoare correctness proof for a recursive definition of multiplication

Given the program: {y=y0 ^ y>=0} z=0; while (y>0){ z=z+x; (1) y=y-1; } {z=x*y0} I am having trouble finding the ...
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1answer
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How to create an algorithm when given the invariant

I am given the following invariant: Invariant The greatest $i$ keys of an Array are always in sorted order on the last $i$ indices of the Array. I am supposed to ...
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106 views

What is the loop invariant of the following function?

x = n; y = 0 while x >= b: x = x DIV b y = y + 1 return y This function takes in $n,b\in\mathbb{N}, n > 0, b > 1$, and returns $k\in\mathbb{N}$ ...
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Loop invariant for adding 2 arrays storing binary value of integer

Question: Given 2 arrays of size $n$, $A = \langle a_1,a_2,\dots,a_n \rangle$ and $B = \langle b_1,b_2,\dots,b_n\rangle$, where $A$ and $B$ store the binary value of an integer. Find $A + B$ and ...
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Loop invariant for a while loop

I need help understanding why the two statements I have underlined with red are correct. I am confused as to how we can get $n + 1$. And how $i \le n$ is true when it says $i < n$ in the while.
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506 views

Loop invariant for a division algorithm

I'm having problems trying to understand the concept of loop invariants. I have the following code, where M and N are predefined constants. ...
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264 views

Finding a loop invariant

the following pseudo code returns the nth Fibonacci number: ...
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Verification condition in case of array theory

As far as i can understand the problem of checking safety property, can be reduce to solving for inductive invariants in VC's and there is following parts to it: Generate VC's from the program. Solve ...
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794 views

Proving the loop invariant for a simple program in Hoare logic

I was studying loop invariant and came across Tomas Petricek's example. Here's the equivalent(I believe) program after I revised it a bit for proof in Hoare logic: ...
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671 views

Finding the weakest precondition and invariant of while loop

I am trying to find the weakest precondition and invariant of this while loop. I have read and am trying to understand the concept of calculating preconditions based on postconditions. I was wondering ...
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What does the algorithm calculate?

We have the following ...
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715 views

Correctness of Dijkstra's algorithm

This question is about the correctness proof of Dijkstra's algorithm in the third edition of Introduction to Algorithms by Cormen et al. (pages 660–661). The proof makes a case that considering path $...
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Proof of correctness of algorithms (induction)

I am reading Algorithm's Design Manual by S.Skiena and I have a hard time understanding and proving the correctness of algorithms. I should use proof by induction and when we talk about summations and ...
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294 views

Prove correctness of iterative LCM algorithm

I have been trying to prove the following algorithm, without success. Here is the C-Style pseudocode: ...
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1answer
171 views

How to use the concept of loop invariant to reduce errors in loops?

Most of time while writing loops I usually write wrong boundary conditions(eg: wrong outcome) or my assumptions about loop terminations are wrong(eg: infinitely running loop). Here is an small example ...
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How to find loop invariant from weakest precondition?

Consider this code: Precondition: Postcondition: rv == i <==> ∃i, 0 ≤ i ≤ a.length-1, a[i] == key ...
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Finding a good loop invariant for a powering procedure

Consider the following algorithm for computing integer powers: ...
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Proving correctness of a loop that calculates the sum of array

I am trying to mathematically prove that the following program is correct: ...
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854 views

Check whether loop invariants are correct?

I'm trying to prove some code is correct, using Hoare logic. How do I check whether my loop invariants are correct? I'm asked to prove (using Hoare Logic) that the following program is valid: ...
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Trouble finding loop invariant for this while loop

I'm having trouble coming up with an invariant for proving partial correctness of this function. ...
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Loop variant for a while loop that occasionally doesn't decrease?

I'm working on practice problems for a test I have, and every example of loop variant decreased with every iteration of the loop. On this one, the values remain the same when a < b. My attempts ...
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627 views

Understanding Log(n) Loop Invariant

When attempting to find the following loop invariant for: ...