مشخصات پژوهش

صفحه نخست /Complexity analysis of ...
عنوان
Complexity analysis of infeasible interior-point method for semidefinite optimization based on a new trigonometric kernel function
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Semidefinite optimization · Infeasible interior-point method · Trigono- metric kernel function · Full Nesterov–Todd step · Polynomial complexity
چکیده
Inthispaper,afullNesterov–Toddstepinfeasibleinterior-pointmethodfor solvingsemidefiniteoptimizationproblemsbasedonanewkernelfunctionisanalyzed. In each iteration, the algorithm involves a feasibility step and several centrality steps. The centrality step is focused on Nesterov–Todd search directions, while we used a kernel function with trigonometric barrier term to induce the feasibility step. The complexityresultcoincideswiththebest-knowniterationboundforinfeasibleinterior- point methods.
پژوهشگران مرتضی مسلمی (نفر اول)، بهروز خیرفام (نفر دوم)