Two-step inertial Tseng’s extragradient methods for a class of bilevel split variational inequalities

Iranian Journal of Numerical Analysis and Optimization

مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 17 فروردین 1404

نوع مقاله: Research Article

شناسه دیجیتال (DOI): 10.22067/ijnao.2025.90001.1528

نویسندگان

Van Huynh My Le^{1، 2، 3}؛ Anh Viet Tran^{* 4}

¹Department of Mathematics and Physics, University of Information Technology, Ho Chi Minh City, Vietnam.

²Department of Applied Mathematics, Faculty of Applied Science, Ho Chi Minh City University of Technology (HCMUT), 268 Ly Thuong Kiet Street, District 10, Ho Chi Minh City, Vietnam.

³Vietnam National University Ho Chi Minh City, Linh Trung Ward, Thu Duc City, Ho Chi Minh City, Vietnam.

⁴Department of Scientific Fundamentals, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam

چکیده

This work presents a two-step inertial Tseng’s extragradient method with a self-adaptive step size for solving a bilevel split variational inequality problem (BSVIP) in Hilbert spaces. This algorithm only requires two projections per iteration, enhancing its practicality. We establish a strong convergence theorem for the method, showing that it effectively tackles the BSVIP without necessitating prior knowledge of the Lipschitz or strongly monotone constants associated with the mappings. Additionally, the implementation of this method removes the need to compute or estimate the norm of the given operator, a task that can often be challenging in practical situations. We also explore specific cases to demonstrate the versatility of the method. Finally, we present an application of the split minimum norm problem in production and consumption systems and provide several numerical experiments to validate the practical implementability of the proposed algorithms.

کلیدواژه‌ها

Bilevel split variational inequality problem؛ Bilevel variational inequality problem؛ Split feasibility problem؛ Tseng's extragradient method