---
abstract: 'We deal with the numerical solution of linear partial differential equations (PDEs) with focus on the goal-oriented error estimates including algebraic errors arising by an inaccurate solution of the corresponding algebraic systems. The goal-oriented error estimates require the solution of the primal as well as dual algebraic systems. We solve both systems simultaneously using the bi-conjugate gradient method which allows to control the algebraic errors of both systems. We develop a stopping criterion which is cheap to evaluate and guarantees that the estimation of the algebraic error is smaller than the estimation of the discretization error. Using this criterion and an adaptive mesh refinement technique, we obtain an efficient and robust method for the numerical solution of PDEs, which is demonstrated by several numerical experiments.'
author:
- 'V[í]{}t Dolej[š]{}[í]{}'
- 'Petr Tich[ý]{}'
bibliography:
- 'ref.bib'
date: 'Received: date / Accepted: date'
title: 'On efficient numerical solution of linear algebraic systems arising in goal-oriented error estimates[^1] '
---

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Introduction
============

Let $\Om \subset \IR^d$ be a polygonal domain with the boundary $\gom=\partial\Om$. We consider 