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Articles

A new class of alternative theorems for SOS-convex inequalities and robust optimization

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Pages 56-74 | Received 18 Jul 2013, Accepted 17 Oct 2013, Published online: 25 Nov 2013

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Liguo Jiao, Jae Hyoung Lee, Yuto Ogata & Tamaki Tanaka. (2020) Multi-objective Optimization Problems with SOS-convex Polynomials over an LMI Constraint. Taiwanese Journal of Mathematics 24:4.
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N. H. Chieu, J. W. Feng, W. Gao, G. Li & D. Wu. (2017) SOS-Convex Semialgebraic Programs and its Applications to Robust Optimization: A Tractable Class of Nonsmooth Convex Optimization. Set-Valued and Variational Analysis 26:2, pages 305-326.
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Jae Hyoung Lee & Gue Myung Lee. (2017) On minimizing difference of a SOS-convex polynomial and a support function over a SOS-concave matrix polynomial constraint. Mathematical Programming 169:1, pages 177-198.
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Thai Doan Chuong. (2017) Robust alternative theorem for linear inequalities with applications to robust multiobjective optimization. Operations Research Letters 45:6, pages 575-580.
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V. Jeyakumar, S. Kim, G. M. Lee & G. Li. (2015) Semidefinite programming relaxation methods for global optimization problems with sparse polynomials and unbounded semialgebraic feasible sets. Journal of Global Optimization 65:2, pages 175-190.
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V. Jeyakumar, G. M. Lee & N. T. H. Linh. (2015) Generalized Farkas’ lemma and gap-free duality for minimax DC optimization with polynomials and robust quadratic optimization. Journal of Global Optimization 64:4, pages 679-702.
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M.A. Goberna, V. Jeyakumar, G. Li & N. Linh. (2016) Radius of robust feasibility formulas for classes of convex programs with uncertain polynomial constraints. Operations Research Letters 44:1, pages 67-73.
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V. Jeyakumar & G. Li. (2015) A bilevel Farkas lemma to characterizing global solutions of a class of bilevel polynomial programs. Operations Research Letters 43:4, pages 405-410.
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