A modulus-based matrix splitting method for the vertical nonlinear complementarity problem

Many applications arising in control theory, nonlinear networks, generalized Leontief input–output model and economics lead to a broad range of optimization and equilibrium problems. Under suitable convexity assumptions, the equilibrium conditions of such problems may be compactly stated as the vert...

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Veröffentlicht in:Journal of applied mathematics & computing 2023-08, Vol.69 (4), p.2987-3003
Hauptverfasser: Xie, Shuilian, Yang, Zhen-Ping, Xu, Hongru
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description Many applications arising in control theory, nonlinear networks, generalized Leontief input–output model and economics lead to a broad range of optimization and equilibrium problems. Under suitable convexity assumptions, the equilibrium conditions of such problems may be compactly stated as the vertical nonlinear complementarity problem (VNCP). In this paper, based on modulus-based formulation of the VNCP, we present a variety of modulus-based matrix splitting methods for solving the VNCP. Under some mild conditions, we establish the convergence of the proposed method. Numerical experiments indicate that the proposed method is effective.
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subjects Applied mathematics
Computational Mathematics and Numerical Analysis
Control theory
Convexity
Economic models
Equilibrium conditions
Mathematical and Computational Engineering
Mathematics
Mathematics and Statistics
Mathematics of Computing
Nonlinear control
Optimization
Original Research
Splitting
Theory of Computation
title A modulus-based matrix splitting method for the vertical nonlinear complementarity problem
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