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Global optimality conditions and optimization methods for polynomial programming problems
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Zhi-You Wu, J. Tian, Julien Ugon
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Optimality conditions for global optimization (I)
Acta Mathematicae Applicatae Sinica, 1985With the help of the theory of measure and integration several global optimality conditions, which are sufficient and necessary, are given for minimizing a continuous function over a topological space.
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Global Optimality Conditions and Optimization Methods for Quadratic Knapsack Problems
The quadratic knapsack problem (QKP) maximizes a quadratic objective function subject to a binary and linear capacity constraint. The classic knapsack problem (CKP) is a special kind of QKP with no cross terms for the objective function, and the supermodular knapsack problem (SKP) is a special kind of QKP with nonnegative cross terms for the objective ...
Zhi-You Wu +3 more
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In this paper we establish conditions which ensure that a feasible point is a global minimizer of a quadratic minimization problem subject to box constraints or binary constraints.
Vaithilingam Jeyakumar, A M Rubinov
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Optimality conditions in global optimization and their applications
Mathematical Programming, 2007zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Alex M. Rubinov, Zhi-You Wu
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On Global Optimality Conditions for Nonlinear Optimal Control Problems
Journal of Global Optimization, 1998zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Francis H. Clarke +2 more
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Global Optimality Conditions in Nonconvex Optimization
Journal of Optimization Theory and Applications, 2017zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Global Optimality Conditions for Nonconvex Optimization
Journal of Global Optimization, 1998zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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A Sufficient Condition for Local Optima to be Globally Optimal
2020 59th IEEE Conference on Decision and Control (CDC), 2020Consider an optimization problem with a convex cost function but a non-convex compact feasible set $\mathcal{X}$, and its relaxation with a compact and convex feasible set $\hat {\mathcal{X}} \supset \mathcal{X}$. We prove that if from any point $x \in \hat {\mathcal{X}}\backslash \mathcal{X}$ there is a path connecting x to $\mathcal{X}$ along which ...
Zhou, Fengyu, Low, Steven H.
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Conditions for Global Optimality 2
Journal of Global Optimization, 1998In this paper bearing the same title as our earlier survey-paper [11] we pursue the goal of characterizing the global solutions of an optimization problem, i.e. getting at necessary and sufficient conditions for a feasible point to be a global minimizer (or maximizer) of the objective function.
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