4.1 Article

A unified implicit algorithm for solving the triple-hierarchical constrained optimization problem

Journal

MATHEMATICAL AND COMPUTER MODELLING
Volume 55, Issue 3-4, Pages 1506-1515

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.mcm.2011.10.041

Keywords

Triple-hierarchical constrained optimization problem; Variational inequality; Equilibrium problem; Nonexpansive mapping; Inverse strongly monotone operator

Funding

  1. Colleges and Universities Science and Technology Development Foundation of Tianjin [20091003]
  2. NSFC [11071279, 71161001-G0105]
  3. NSC [100-2221-E-230-012]

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Let C be a nonempty closed convex subset of a real Hilbert space H. Let f : C -> H be a rho-contraction. Let S : C -> C be a nonexpansive mapping. Let B, B : H -> H be two strongly positive bounded linear operators. Consider the triple-hierarchical constrained optimization problem of finding a point x* such that x* is an element of Omega, <((B) over tilde - gamma f)x* - (I - B)Sx*, x - x*> >= 0, for all x is an element of Omega, where Omega is the set of the solutions of the following variational inequality: x* is an element of EP(F, A), <((B) over tilde - S)x*, x - x*> >= 0, for all x is an element of EP(F, A), where EP(F, A) is the set of the solutions of the equilibrium problem of finding z is an element of C such that F (z, y) + < Az, y - z > >= 0, for all y is an element of C. Assume Omega not equal circle divide. The purpose of this paper is the solving of the above triple-hierarchical constrained optimization problem. For this purpose, we first introduce an implicit double-net algorithm. Consequently, we prove that our algorithm converges hierarchically to some element in EP(F, A) which solves the above triple-hierarchical constrained optimization problem. As a special case, we can find the minimum norm x* is an element of EP( F, A) which solves the monotone variational inequality <(I - S)x*, x - x*> >= 0, for all x is an element of EP(F, A). (C) 2011 Elsevier Ltd. All rights reserved.

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