# Questions tagged [backtracking]

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### Can Someone please explain what is happening in recursive nature of this algorithm [closed]

I've implemented a program to print all possible outcomes of N dice rolls Like: ...
23 views

### Line-search does not guarantee convergence so how to use it?

Line-search/backtracking in gradient descent methods essentially boils down to picking the current estimate $\theta_n$ (which depends on the stepsize $\gamma$ and the prior estimate $\theta_{n-1}$) by ...
250 views

### How to generate all combinations given an array of elements using backtracking?

Given an array, generate all combinations For example: Input: {1,2,3} Output: {1}, {2}, {3}, {1,2}, {2,1}, {1,3}, {3,1}, {2,3}, {3,2}, {1,2,3}, {1,3,2}, {2,1,3}, {2,3,1}, {3,1,2}, {3,2,1} I am ...
72 views

### How to approach backtracking when using immutable types (Python)? [closed]

In Python when we are building a recursive algorithm that uses backtracking a mutable type such as a list is great to use. It can be modified at each call in our recursion tree, then returned back to ...
22 views

### How to rule bactrack research on alphametric puzzles?

I have a funny aphametic problem: I A + I A ----- P B I have to find which are the values of the letters. I know I can try backtrack with forward research, ...
22 views

### How to apply AC-3(Arc-consistency 3) algorithm in N-Queen problem?

I am building N-Queen Solver with java. I confused with AC-3 algorithm. I heard that AC-3 can be applied with backtracking algorithm before processing and during the search.The latter is called MAC-3 ...
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### Cracking code with clues

I am trying to solve this code cracking problem. The solution is either the code or all possible solutions if you can't narrow the possibilities. We have a 5 character code that is consisting of ...
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### How to calculate constraint check in BT of 4-Queens problem?

I have seen number of constraint check in paper of CSPs. The constraint checking is counted as followed: when a value of a variable x is checked against a value of variable y, this is counted as ...
63 views

### Maximize number of museums visited in a day

Given a list of museums, their opening hours and time needed to visit each, make a schedule such that a tourist visits maximal number of museums in a given day. Suppose that no time is needed in ...
101 views

### Why run -time of N-Queens using backtracking algorithm fluctuates?

I have tested and measured the running time of a backtracking algorithm for solving the $N$-Queens problem. When $N=7$, the run time is $0.773$, but for $N=8$, the run time is $0.492$. I think the ...
65 views

### Help with graph search problem

For the next problem I can not think of how to find a solution with graph searches (I thought it was backtracking but my college professor told me that I should use graph searches, which I do not know ...
26 views

### Is there any advantage of using an Integer Linear Program over Backtracking in a combinatorial optimization problem?

Is there any advantage of using an Integer Linear Program over Backtracking in a combinatorial optimization problem? I saw this Gurobi post that uses Integer Linear Programming to solve the traveling ...
53 views

### How to count the combinations not greater than a given volume in a knapsack problem?

You are given a certain set of items with weight wi and the volume of the bag. Case: ...
197 views

### Can memoization be applied to any recursive algorithm?

I am new to the concepts of recursion, backtracking and dynamic programming. I am having a hard time understanding if at all I can apply memoization to a particular recursive algorithm and if there ...
110 views

### Recursively edit 2-D array using backtracking

I have a 2-D array which contain 3 types of elements: C (Contaminant) R (Rock) W (Water) The rule is that: contaminant can seep through water but not through rocks. Let's say I have the ...
568 views

### Checking the validity of a pyramid of dominoes

I came across this question in a coding interview and couldn't figure out a good solution. You are given 6 dominoes. A domino has 2 halves each with a number of spots. You are building a 3-level ...
79 views

### N-Queens problem - maximum number of function calls

N-Queens problem - maximum number of function calls. We say, that a backtracking algorithm (code below) 'checks' a setup of N queens, when the function isFree(n-1, y) is called for $0\leq y < n$ ...
54 views

### Interpretation of Backtracking Algorithm Problem - weighted matching

I am attempting to resolve the following problem using Backtracking: Suppose that you have $n$ men and $n$ women and two matrices P y Q (n x n); such that $P_{ij}$ is the preference of the man $i$ ...
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### How can I write this backtracking algorithm using dynamic programming?

Problem: There are $n$ points on a map, $p_1,..p_n$. There are two officers located initially at $(0,0)$ coordinate. They want to patrol all of these points with a minimum traveling (each officer ...
189 views

### Algorithm to organize a tournament where the team componentes change each round

So, I was tasked with creating an app that generates the schedule of a doubles tennis tournament (i.e., teams of two) in a way that, by the end of it, everyone would have played against the rest of ...
30 views

### Is any State Space Tree always Binary Tree?

A backtracking algorithm generates, explicitly or implicitly, a state-space tree. Introduction to the design & analysis of algorithms / Anany Levitin I wonder that whether the saying ...
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### understanding constraint satisfaction problem: map coloring algorithm

I am trying to implement this recursive-backtracking function for a constraint satisfaction problem from the given algorithm: ...
909 views

### Aren’t most constraining variable and least constraining value the exact opposite?

So aren’t MCV and LCV the exact opposite?MCV tries to choose the variable with the most constraints on remaining variables but LCV is opposite: it tries to rule out as least values for other variables ...
198 views

### SAT Solving + Turing Machines

I have a couple of questions based on how SAT solvers work. I understand that SAT solvers may employ any/all of the following techniques: Randomness Heuristics Backtracking SAT is just one example ...
679 views

### Divide an array into two sub arrays such that their sums are equal and possibly maximum

Given an array A, we should partition A into two subarrays whose sums are equal, and that maximizes this sum. We are free to omit items from the subarrays. For example, ...
486 views

### Optimal way to find maximal sum (with constraints) of array elements

Problem: Find the maximum sum of the elements in an array, with the following constraints: all the elements of the array are non-negative integers each element can either be left out completely from ...
155 views

### Print all subsets of a set ($a$) of $n$ positive integers, such that the product of their elements equals $p$

I have the following problem: Given a set a of n positive integers, write a backtracking C function that prints out all the subsets of a such that the product of their elements is p. Use an array ...
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### Filling a board with maximum number of fixed size tiles

You are given a rectangular board of known size, e.g. 20x20 cm. Some 1x1 cm pieces are missing. Your task is to cover this board with a maximum number of 2x2 cm tiles (an example is attached below), ...
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### Finding all soldier wins

Consider the following game (see also this question): One day a castle is attacked at sunrise (by surprise) by n soldiers. Each soldier carries a canon and a rifle. The castle has strength s. On ...
545 views

### Why doesn't the Needleman-Wunsch algorithm find solutions that begin with a gap?

I have implemented in C++ the Needleman-Wunsch algorithm for pairwise sequence alignment using the following scores: +1 for match (regardless of base), -1 gap penalty and -1 for a mismatch. Given two ...
14k views

### Time complexity of this solution to N-queens problem

I'm trying to figure out the time complexity of this implementation of classic N-queens problem on geeksforgeeks. The goal is to find just one such non-attacking solution(as opposed to finding all of ...
661 views

### DPLL time complexity analysis

Consider the most naïve backtracking for CNF-SAT. It only checks if an assignment satisfies the input formula $\phi$ when all the $n$ variables have values assigned. Let $m$ be the size of $\phi$. ...
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### Is there a more efficient algorithm than backtracking/dynamic programming?

Consider the following game: One day a castle is attacked at sunrise (by surprise) by n soldiers. Each soldier carries a canon and a rifle. The castle has strength s. On the first day each ...
913 views

### Conflict Driven Clause Learning backtracking clarification

On the wikipedia page here it describes pretty well the CDCL algorithm (and it seems the pictures were taken from slides created by Sharad Malik at Princeton). However when describing how to backtrack ...
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### Basic question about backjumping in SAT solvers

I am reading "Formalization and Implementation of Modern SAT Solvers", by Filip Marić. My question is about how backjumping is defined. In an example , there is a conflict clause C equal to [-1,-...
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### How does one formulate a backtracking algorithm

I am new to learning algorithms. I was reading backtracking algorithm for generating all strings for n bits. If I dry run the program I know the program is giving right result. But I didn't understood ...
488 views

### Maximum non-intersecting subset of circles

We are given a set of circles, stored by their center points in an array $A$. In particular, the center of the $i$th circle is at coordinates $(A[i].x, A[i].y)$. All the circles have radius of $k$. ...
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### Greedy and backtracking solutions to an arrangement problem with constraints

I'm revising for my finals. I have found a pattern in past papers in terms of a recurring question, reworded coming up every year. But I've no idea what the marker actually wants... I've asked class ...
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### Devise a backtracking algorithm to allocate $p$ projects to $s$ students

There are $p$ projects and $s$ students where $p \le s$. Multiple students can work on the same project but the same student cannot work on multiple projects. All projects must be allocated and all ...
Let $M$ be a matrix of height $h$ and width $w$. Each entry of $M$ is an integer. There is a snake that starts from the "left side" of $M$, and its goal is to reach the "right side" of $M$. To get ...