NP-hard problems (Non-deterministic Polynomial-time hard problems) are those problems which are not easier than any problem in NP; in other words, an algorithm for an NP-hard problem can be used to solve any problem in NP by transforming the input in polynomial time. Problems which are in both NP-Hard and NP are known as NP-Complete.
Questions tagged [np-hard]
178 questions
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Shortest Path from Node A to B by going through all other Nodes (NP-Hard?)
My problem: Find the shortest path from node A to node B that passes through all other nodes of the unweighted, direct graph. I know that there exists such a path.
I believe this is NP-Hard, but I can't explain it. My Prof. likes to have the…

EvenDance
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who knows algorithm about stones and backpack?
maybe somebody knows algorithm, or just what name it has, for putting stones (different weight) into different size backpacks?
I should do it in Prolog. I give weights of stones and capacities of backpacks. Program should give me an answer how can I…

Mario
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Is it NP complete?
A decision problem: For a given graph G and numbers 'a','b' it is required to be answered whether there is a set of 'a' vertices which have a cumulative neighborhood of size at least 'b'. How do we show that this problem is NPC?

CoderAmateur
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Is it possible to have a DecisionProblme in NP but not in NPC and NPH?
I just started learning Complexity theory. And I am searching from the last four five days, only one thing. Is there any problem which is in NP but not a NPC and NPH. Look in this diagram (Considered P is not equal to NP).
Ther is space outside of…

Muktinath Vishwakarma
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np-complete but not "hard"
Is there some language that is NP-complete but for which we know some "quick" algorithm? I don't mean like the ones for knapsack where we can do well on average, I mean that even in the worst case the runtime is something like 2^n^epsilon, where…

lisa
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Deterministic Annealing Code
I would like to find an open source example of a code for deterministic annealing. It can be in almost any language: C, C++, MatLab/Octave, Fortran. I have already found a MatLab code for simulated annealing, so MatLab would be best. Here is a paper…

wade
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NP-Hardness proof for constrained scheduling with staircase cost
I am working on a problem that appears like a variant of the assignment problem. There are tasks that need to be assigned to servers. The sum of costs over servers needs to be minimized. The following conditions hold:
Each task has a unit size.
A…

Muhammad Saqib Ilyas
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Where to find a set of hard Traveling Salesman Problems (with known solutions/approximations)?
I want to try my hand at finding heuristics/approximations for solving the Traveling Salesman Problem, and in order to do that, I'm looking for some "hard" TSP instances (along with their best known solutions) so that I can try solving them and see…

user541686
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Is this NP-Complete
My problem is similar to the problem here https://cs.stackexchange.com/questions/2244/need-a-np-complete-proof-on-an-example , but it is a little different.
Here is my problem:
There are three islands, A, B and C, and a lot of fan-shaped rafts. We…

wzb5210
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Pick subset of items minimizing the count of the most frequent of the selected item's labels
Problem
I want to pick a subset of fixed size from a list of items such that the count of the most frequent occurrence of the labels of the selected items is minimized. In English, I have a DataFrame consisting of a list of 10000 items, generated…

Everyone_Else
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Is there an optimization problem that is NP-Complete?
Is there such a thing as an NP-complete optimization (not decision) problem?
What is an example of an NP-complete optimization problem?
The decision versions of optimization problems are the ones in NP-complete.
I can't think of any NP-hard…

terra
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Strategy for reducing CNF-SAT to this problem
Suppose there is a satisfiability problem (call it oscillating-CNF) where the input is a list of CNF clauses and we want to show that this problem is indeed NP-complete (by reducing CNF-SAT to oscillating-CNF). A satisfied oscillating-CNF instance…

Danny Agir
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NP-hardness. Is it average case or worst-case?
Do we measure the NP-hardness in terms of average-case hardness or worst-case hardness?
I've found this here:
"However, NP-completeness is defined in terms of worst-case complexity".
Does it remain true to NP-hardness?
I don't know what the term…

C.S.
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how to show movie problem is also a NP hard Problem
I am working on an NP hard problem, here is the problem:
" We need to either watch the movie or speak to friend and hear their recommendations about the movie. We only have t hours. " For this I need to design a polynomial-time algorithm for…

sow
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Does solving a NP-hard problem in polynomial time make it NP-complete?
I am trying to understand the process so that P = NP. Consider a problem L which is reducible to a problem that is NP-Complete, meaning L is NP-hard. Now, if we solve L in polynomial time, will it be NP-complete? Making P = NP to be true. Am I…

PrashanThapa
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