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