Polynomial solvability of variants of the trust-region subproblem

SODA(2014)

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摘要
We consider an optimization problem of the form [EQUATION] where P ⊆ Rn is a polyhedron defined by m inequalities and Q is general and the μh ε Rn and the rh quantities are given. In the case |S| = 1, |K| = 0 and m = 0 one obtains the classical trust-region subproblem; a strongly NP-hard problem which has been the focus of much interest because of applications to combinatorial optimization and nonlinear programming. We prove that for each fixed pair |S| and |K| our problem can be solved in polynomial time provided that either (1) |K| > 0 and the number of faces of P that intersect [EQUATION] is polynomially bounded, or (2) |K| = 0 and m is bounded.
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关键词
algorithms,design,combinatorics,complexity measures and classes,optimization,theory
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