Reflected Iterative Method for Non-Monotone Equilibrium Problems with Applications to Nash-Cournot Equilibrium Models

Yekini Shehu, Lulu Liu, Xiaolong Qin, Qiao-Li Dong
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Abstract

In this paper, we introduce a numerical iterative algorithm with a reflected step to solve the equilibrium problem, which involves non-monotone bifunctions, in real Hilbert spaces. We give weak convergence analysis when the bifunctions are convex and jointly weakly continuous alongside the associated Minty equilibrium problem with a solution. The assumptions in this paper are weaker than the pseudo-monotonicity Lipschitz-type continuity assumptions used recently on equilibrium problems in the literature. Numerical results on Nash-Cournot equilibrium models show that our algorithm is competitive and efficient.

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非单调平衡问题的反射迭代法及其在Nash-Cournot平衡模型中的应用
本文介绍了一种具有反射步长的数值迭代算法,用于求解实数Hilbert空间中涉及非单调双函数的平衡问题。给出了双函数为凸联合弱连续时的弱收敛性分析,并给出了Minty平衡问题的解。本文的假设比最近文献中用于平衡问题的伪单调性lipschitz型连续性假设弱。在纳什-古诺均衡模型上的数值结果表明,该算法具有竞争力和有效性。
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