Real Hilbert Space

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Abdellah Bnouhachem - One of the best experts on this subject based on the ideXlab platform.

Poom Kumam - One of the best experts on this subject based on the ideXlab platform.

  • Two strongly convergent methods governed by pseudo-monotone bi-function in a Real Hilbert Space with applications
    Journal of Applied Mathematics and Computing, 2021
    Co-Authors: Kanikar Muangchoo, Habib Ur Rehman, Poom Kumam
    Abstract:

    Many iterative schemes have already been developed to solve the equilibrium problems, one of which is the most efficient two-step extragradient method. The objective of this research is to propose two new iterative methods with inertial effect to solve equilibrium problems. These iterative methods are based on an extra-gradient method and a Mann-type iterative method. Two strong convergence theorems have been proved in the setting of Real Hilbert Space, with mild assumptions that the underlying bi-function is Lipschitz-type continuous and pseudo-monotone. The primary advantage of the second method is that it does not require the information of the Lipschitz-type bi-functional constants. We have also studied the applications of our research results to solve particular classes of equilibrium problems. Numerical studies are carried out to show the behaviour of proposed methods and to compare them with the existing ones in the literature.

  • viscosity type method for solving pseudomonotone equilibrium problems in a Real Hilbert Space with applications
    AIMS Mathematics, 2021
    Co-Authors: Habib Ur Rehman, Poom Kumam, Kanokwan Sitthithakerngkiet
    Abstract:

    The aim of this article is to introduce a new algorithm by integrating a viscosity-type method with the subgradient extragradient algorithm to solve the equilibrium problems involving pseudomonotone and Lipschitz-type continuous bifunction in a Real Hilbert Space. A strong convergence theorem is proved by the use of certain mild conditions on the bifunction as well as some restrictions on the iterative control parameters. Applications of the main results are also presented to address variational inequalities and fixed-point problems. The computational behaviour of the proposed algorithm on various test problems is described in comparison to other existing algorithms.

  • a new popov s subgradient extragradient method for two classes of equilibrium programming in a Real Hilbert Space
    Optimization, 2020
    Co-Authors: Habib Ur Rehman, Poom Kumam, Qiaoli Dong, Yu Peng, Wejdan Deebani
    Abstract:

    In this paper, we proposed two different methods for solving pseudomonotone and strongly pseudomonotone equilibrium problems. We can examine these methods as an extension and improvement of the Pop...

  • a weak convergence self adaptive method for solving pseudomonotone equilibrium problems in a Real Hilbert Space
    Mathematics, 2020
    Co-Authors: Pasakorn Yordsorn, Poom Kumam, Habib Ur Rehman, Abdulkarim Hassan Ibrahim
    Abstract:

    In this paper, we presented a modification of the extragradient method to solve pseudomonotone equilibrium problems involving the Lipschitz-type condition in a Real Hilbert Space. The method uses an inertial effect and a formula for stepsize evaluation, that is updated for each iteration based on some previous iterations. The key advantage of the algorithm is that it is achieved without previous knowledge of the Lipschitz-type constants and also without any line search procedure. A weak convergence theorem for the proposed method is well established by assuming mild cost bifunction conditions. Many numerical experiments are presented to explain the computational performance of the method and to equate them with others.

  • the inertial sub gradient extra gradient method for a class of pseudo monotone equilibrium problems
    Symmetry, 2020
    Co-Authors: Habib Ur Rehman, Poom Kumam, Wiyada Kumam, Meshal Shutaywi, Wachirapong Jirakitpuwapat
    Abstract:

    In this article, we focus on improving the sub-gradient extra-gradient method to find a solution to the problems of pseudo-monotone equilibrium in a Real Hilbert Space. The weak convergence of our method is well-established based on the standard assumptions on a bifunction. We also present the application of our results that enable to solve numerically the pseudo-monotone and monotone variational inequality problems, in addition to the particular presumptions required by the operator. We have used various numerical examples to support our well-proved convergence results, and we can show that the proposed method involves a considerable influence over-running time and the total number of iterations.

Jenchih Yao - One of the best experts on this subject based on the ideXlab platform.

Habib Ur Rehman - One of the best experts on this subject based on the ideXlab platform.

  • Two strongly convergent methods governed by pseudo-monotone bi-function in a Real Hilbert Space with applications
    Journal of Applied Mathematics and Computing, 2021
    Co-Authors: Kanikar Muangchoo, Habib Ur Rehman, Poom Kumam
    Abstract:

    Many iterative schemes have already been developed to solve the equilibrium problems, one of which is the most efficient two-step extragradient method. The objective of this research is to propose two new iterative methods with inertial effect to solve equilibrium problems. These iterative methods are based on an extra-gradient method and a Mann-type iterative method. Two strong convergence theorems have been proved in the setting of Real Hilbert Space, with mild assumptions that the underlying bi-function is Lipschitz-type continuous and pseudo-monotone. The primary advantage of the second method is that it does not require the information of the Lipschitz-type bi-functional constants. We have also studied the applications of our research results to solve particular classes of equilibrium problems. Numerical studies are carried out to show the behaviour of proposed methods and to compare them with the existing ones in the literature.

  • viscosity type method for solving pseudomonotone equilibrium problems in a Real Hilbert Space with applications
    AIMS Mathematics, 2021
    Co-Authors: Habib Ur Rehman, Poom Kumam, Kanokwan Sitthithakerngkiet
    Abstract:

    The aim of this article is to introduce a new algorithm by integrating a viscosity-type method with the subgradient extragradient algorithm to solve the equilibrium problems involving pseudomonotone and Lipschitz-type continuous bifunction in a Real Hilbert Space. A strong convergence theorem is proved by the use of certain mild conditions on the bifunction as well as some restrictions on the iterative control parameters. Applications of the main results are also presented to address variational inequalities and fixed-point problems. The computational behaviour of the proposed algorithm on various test problems is described in comparison to other existing algorithms.

  • an accelerated popov s subgradient extragradient method for strongly pseudomonotone equilibrium problems in a Real Hilbert Space with applications
    Communications in Mathematics and Applications, 2020
    Co-Authors: Nopparat Wairojjana, Habib Ur Rehman, Nuttapol Pakkaranang, Chainarong Khanpanuk
    Abstract:

    In this paper, we introduce a subgradient extragradient method to find the numerical solution of strongly pseudomonotone equilibrium problems with the Lipschitz-type condition on a bifunction in a Real Hilbert Space. The strong convergence theorem for the proposed method is precisely established on the basis of the standard cost bifunction assumptions. The application of our convergence results is also considered in the context of variational inequalities. For numerical analysis, we consider the well-known Nash-Cournot oligopolistic equilibrium model to support our well-established convergence results.

  • a new popov s subgradient extragradient method for two classes of equilibrium programming in a Real Hilbert Space
    Optimization, 2020
    Co-Authors: Habib Ur Rehman, Poom Kumam, Qiaoli Dong, Yu Peng, Wejdan Deebani
    Abstract:

    In this paper, we proposed two different methods for solving pseudomonotone and strongly pseudomonotone equilibrium problems. We can examine these methods as an extension and improvement of the Pop...

  • a weak convergence self adaptive method for solving pseudomonotone equilibrium problems in a Real Hilbert Space
    Mathematics, 2020
    Co-Authors: Pasakorn Yordsorn, Poom Kumam, Habib Ur Rehman, Abdulkarim Hassan Ibrahim
    Abstract:

    In this paper, we presented a modification of the extragradient method to solve pseudomonotone equilibrium problems involving the Lipschitz-type condition in a Real Hilbert Space. The method uses an inertial effect and a formula for stepsize evaluation, that is updated for each iteration based on some previous iterations. The key advantage of the algorithm is that it is achieved without previous knowledge of the Lipschitz-type constants and also without any line search procedure. A weak convergence theorem for the proposed method is well established by assuming mild cost bifunction conditions. Many numerical experiments are presented to explain the computational performance of the method and to equate them with others.

Qiaoli Dong - One of the best experts on this subject based on the ideXlab platform.