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An Incremental Subgradient Method for Optimization Problems for Bibliometric Mapping of Science
Journal: International Journal of Science and Research (IJSR) (Vol.5, No. 12)Publication Date: 2016-12-05
Authors : Myong-Hyok Jang; Chol-Ryong Ri;
Page : 598-601
Keywords : incremental subgradient method; weak-convex function; bibliometric mapping;
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Abstract
In this paper, we studied a solving method for minimization problem arising in bibliometric mapping of science. We proved that the objective function in this problem is weak-convex function, and then suggested incremental subgradient method to solve the problem and analyzed its convergence.
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