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A new primal-dual interior-point method for semidefinite optimization based on a new wide neighbourhood with infinity-norm

عنوان مقاله: A new primal-dual interior-point method for semidefinite optimization based on a new wide neighbourhood with infinity-norm
شناسه ملی مقاله: ICIORS12_058
منتشر شده در دوازدهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات در سال 1398
مشخصات نویسندگان مقاله:

Afsaneh nasrollahi - Department of Applied Mathematics Azarbaijan Shahid Madani University, Tabriz, Iran
Behrouz kheirfam - Department of Applied Mathematics Azarbaijan Shahid Madani University, Tabriz, Iran

خلاصه مقاله:
In this paper, we present a new primal-dual interior-point algorithm based on a new large neighborhood N for semidefinite optimization. This large neighborhood is based on the infinity norm. It is larger than the ) , ( N large neighborhood of the central path, which is popular wideneighborhood. We demonstrate the convergence of the proposed algorithm and show that the algorithm has iteration complexity bound for the Nesterov-Todd direction.

کلمات کلیدی:
Semidefinite optimization, wide neighborhood, interiorpoint method, iteration complexity bound.

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/923517/