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On Types of Isolated KKT Points in Polynomial Optimization
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作者 GUO Feng JIAO Liguo +1 位作者 KIM Do Sang pham tien-son 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2023年第5期2186-2213,共28页
Let f be a real polynomial function with n variables and S be a basic closed semialgebraic set in R^(n).In this paper,the authors are interested in the problem of identifying the type(local minimizer,maximizer or not ... Let f be a real polynomial function with n variables and S be a basic closed semialgebraic set in R^(n).In this paper,the authors are interested in the problem of identifying the type(local minimizer,maximizer or not extremum point)of a given isolated KKT point x^(*)of f over S.To this end,the authors investigate some properties of the tangency variety of f on S at x^(*),by which the authors introduce the definition of faithful radius of f over S at x^(*).Then,the authors show that the type of x^(*)can be determined by the global extrema of f over the intersection of S and the Euclidean ball centered at x^(*)with a faithful radius.Finally,the authors propose an algorithm involving algebraic computations to compute a faithful radius of x*and determine its type. 展开更多
关键词 Faithful radii KKT points polynomial functions tangency varieties TYPES
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