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Enclosing solutions of linear interval equations is NP-hard - MaRDI portal

Enclosing solutions of linear interval equations is NP-hard (Q1340883)

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scientific article; zbMATH DE number 704633
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Enclosing solutions of linear interval equations is NP-hard
scientific article; zbMATH DE number 704633

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    Enclosing solutions of linear interval equations is NP-hard (English)
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    20 December 1994
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    Assume that not any problem solvable by a nondeterministic polynomial- time algorithm can also be solved by a polynomial-time algorithm. Then it is shown that there does not exist a polynomial-time algorithm which for each \(n\times n\) interval matrix \(A^ I\) and each interval vector \(b^ I\) with \(n\) components would --- yield an enclosure of the solution set \(X(A^ I,b^ I):= \{x\mid Ax= b\) for some \(A\in A^ I\), \(b\in b^ I\}\) provided \(X(A^ I,b^ I)\) is bounded, --- issue an error message if \(X(A^ I,b^ I)\) is unbounded.
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    linear interval equations
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    enclosure method
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    NP-hardness
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    solution set of interval systems
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    polynomial-time algorithm
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