# Questions tagged [knapsack-problems]

A problem in combinatorial optimization. Given a set of items with both weight and value, determine the number of each item to include in a collection so that the total weight is at most a given limit and the value of the collection is maximized.

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### Relations between the knapsack problem, the bin packing problem, and the set packing problem?

I wonder what relations are between the knapsack problem, the bin packing problem and the set packing problem? From their mathematical formulations, I don't see the first two belong to the third one ...
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### Specific quadratic 0-1 knapsack problem solvable in linear time?

I am interested in a simple variant of the quadratic knapsack problem. Let $\{w_1, \ldots, w_n\} \in \{0,1\}$ be $n$ weights and $\{v_1, \ldots, v_n\} \in \mathbb{R}$ be $n$ values. Furthermore, ...
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### 2 Dimensional Subset Sum: looking for information

I do not know if this problems exists with a different name, if it is, I could not find it. The problem is this: Given a set $S$ of $n$ points in $\mathbb{Z}^2$, is there a subset $A\subset S$ ...
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### Time Complexity of a Knapsack-derived problem

Consider the following problem: Let there be a set A of $n$ items $A=\{z_1, ..., z_n\}$, and let $W$ be a strictly positive integer. Each item $z_i$ has a value $v_i$ and a weight $w_i$. Finding a ...
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### Rate Pooling Optimization Algorythim

I have thousands of wireless LTE hotspots. Each month I need to assign each hotspot a rate plan. Each hotspot uses some amount of data in a month (represented in megabytes). Each rate plan has some ...
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### Complexity of a non-linear knapsack problem

Minimize $$\sum_{i=1}^{n}\sum_{j=1}^{m_i}w_{i,j}v_{i,j}$$ subject to $$\sum_{i=1}^{n}\frac{m_i}{m_i+\sum_{j=1}^{m_i}v_{i,j}} < \theta$$ $$v_{i,j}\in\{0,1\}~\forall i,~j$$ where $w_{i,j}$ and ...
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### Subset sum with wider constraint

The classical 0,1 knapsack problem with weights $w$ and unit value for all items $x$: $max \displaystyle\sum_{i} x_i, x_i \in \{0,1\}$ subject to $\displaystyle\sum_{i} w_ix_i \leq W$ for a ...
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### can we solve dynamic knapsack problem using Memoization approach?

As we know Dynamic programming has two techniques. Bottom up dynamic programming approach. Top down memoization approach Normally dynamic knapsack problem is solved using Bottom up dynamic ...
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### Heuristics and libraries for the knapsack problem

A student of mine is studying the knapsack problem (0-1 with a single objective). She is also talking to an industry partner who has realistic problems she can try solving (between 1000 to 10000 items)...
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An adversary gives you a set of items whose total size is $x$ (he gets to choose how $x$ is distributed. e.g. there may be $k-1$ items of size $\frac{x}{k}$ and 2 items of size $\frac{x}{2k}$). The ...
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### Dynamic Knapsack Problem - Algorithms and References

I don't know the right name for this problem, or if there is a name, but it is inspired by my initial interpretation of the title of this question (my question is very different, so the link may be ...