On the complexity of a special basis problem in LP (Q1315997)
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scientific article; zbMATH DE number 516872
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On the complexity of a special basis problem in LP |
scientific article; zbMATH DE number 516872 |
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On the complexity of a special basis problem in LP (English)
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17 April 1994
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For a linear program in standard form, the paper shows that the problem of finding a cheapest feasible basic vector among those containing a specified variable as a basic variable is NP-hard. Here, the cost of a feasible vector is defined to be the cost of the associated basic feasible solution. The idea of the proof is to formulate the following NP-hard problem as a special case of the investigated one through a balanced transportation model: Let \(d_ 1,\dots,d_ n\in \mathbb{N}\) with \(\sum^ n_{j=1} d_ j= w\), \(w\) even. Find a subset \(S\subseteq \{1,\dots,n\}\) satisfying \(-2+ {w\over 2}\leq \sum_{j\in S} d_ j\leq 2+{w\over 2}\).
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cheapest feasible basic vector
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NP-hard
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balanced transportation model
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