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  settings, but the rest of the application needs not be changed. 
-Contributors
+The MLD2P4 team. 
 ---------------
 Project lead:
 Salvatore Filippone
-Salvatore  Filippone 
+Contributors:
 Pasqua     D'Ambra
 Daniela    di Serafino
 Ambra	   Abdullahi Hassan
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 <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
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 <BIG CLASS="XXLARGE"><B>MLD2P4
 <BR>
 <BR>
 User's and Reference Guide</B></BIG>
 <BR><SPAN  CLASS="textit"><BIG CLASS="LARGE">A guide for the MultiLevel Domain Decomposition 
 Parallel Preconditioners Package
 based on PSBLAS</BIG></SPAN>
 <BR>
 <BR>
 <BR>
 <BR><BIG CLASS="LARGE"><B>Pasqua D'Ambra</B></BIG>
 <BR><BIG CLASS="LARGE">IAC-CNR, Naples, Italy
 <BR>
 <BR>
 <BR>
 <BR><BIG CLASS="LARGE"><B>Daniela di Serafino</B></BIG>
 <BR><BIG CLASS="LARGE">University of Campania &ldquo;Luigi Vanvitelli&rdquo;, Caserta, Italy
 <BR>
 <BR>
 <BR>
 <BR><BIG CLASS="LARGE"><B>Salvatore Filippone</B></BIG> 
 <BR><BIG CLASS="LARGE">Cranfield University, Cranfield, United Kingdom
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 <BR>
 Software version: 2.2
 <BR>
 July 31, 2018
 <BR>
 </BIG></BIG></BIG>
 <P>
 <BIG CLASS="LARGE"><BIG CLASS="LARGE"><BIG CLASS="LARGE">       </BIG></BIG></BIG>
 <P>
 <BIG CLASS="LARGE"><BIG CLASS="LARGE"><BIG CLASS="LARGE"></BIG></BIG></BIG>
 <BR><HR>
 <!--Table of Child-Links-->
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 <LI><A NAME="tex2html27"
  HREF="node1.html">Abstract</A>
 <LI><A NAME="tex2html28"
  HREF="node2.html">Contents</A>
 <LI><A NAME="tex2html29"
  HREF="node3.html">General Overview</A>
 <LI><A NAME="tex2html30"
  HREF="node4.html">Code Distribution</A>
 <UL>
 <LI><A NAME="tex2html31"
  HREF="node5.html">Contributors</A>
 </UL>
 <BR>
 <LI><A NAME="tex2html32"
  HREF="node6.html">Configuring and Building MLD2P4</A>
 <UL>
 <LI><A NAME="tex2html33"
  HREF="node7.html">Prerequisites</A>
 <LI><A NAME="tex2html34"
  HREF="node8.html">Optional third party libraries</A>
 <LI><A NAME="tex2html35"
  HREF="node9.html">Configuration options</A>
 <LI><A NAME="tex2html36"
  HREF="node10.html">Bug reporting</A>
 <LI><A NAME="tex2html37"
  HREF="node11.html">Example and test programs</A>
 </UL>
 <BR>
 <LI><A NAME="tex2html38"
  HREF="node12.html">Multigrid Background</A>
 <UL>
 <LI><A NAME="tex2html39"
  HREF="node13.html">AMG preconditioners</A>
 <LI><A NAME="tex2html40"
  HREF="node14.html">Smoothed Aggregation</A>
 <LI><A NAME="tex2html41"
  HREF="node15.html">Smoothers and coarsest-level solvers</A>
 </UL>
 <BR>
 <LI><A NAME="tex2html42"
  HREF="node16.html">Getting Started</A>
 <UL>
 <LI><A NAME="tex2html43"
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 <BR>
 <LI><A NAME="tex2html44"
  HREF="node18.html">User Interface</A>
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 <LI><A NAME="tex2html45"
  HREF="node19.html">Method init</A>
 <LI><A NAME="tex2html46"
  HREF="node20.html">Method set</A>
 <LI><A NAME="tex2html47"
  HREF="node21.html">Method hierarchy_build</A>
 <LI><A NAME="tex2html48"
  HREF="node22.html">Method smoothers_build</A>
 <LI><A NAME="tex2html49"
  HREF="node23.html">Method build</A>
 <LI><A NAME="tex2html50"
  HREF="node24.html">Method apply</A>
 <LI><A NAME="tex2html51"
  HREF="node25.html">Method free</A>
 <LI><A NAME="tex2html52"
  HREF="node26.html">Method descr</A>
 <LI><A NAME="tex2html53"
  HREF="node27.html">Auxiliary Methods</A>
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 <LI><A NAME="tex2html54"
  HREF="node28.html">Method: dump</A>
 <LI><A NAME="tex2html55"
  HREF="node29.html">Method: clone</A>
 <LI><A NAME="tex2html56"
  HREF="node30.html">Method: sizeof</A>
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  HREF="node31.html">Method: allocate_wrk</A>
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  HREF="node32.html">Method: free_wrk</A>
 </UL>
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 <BR>
 <LI><A NAME="tex2html59"
  HREF="node33.html">Adding new  smoother and solver objects to MLD2P4</A>
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  HREF="node34.html">Error Handling</A>
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  HREF="node35.html">License</A>
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 <H1><A NAME="SECTION00010000000000000000">
 Abstract</A>
 </H1><BIG CLASS="LARGE"><BIG CLASS="LARGE"><BIG CLASS="LARGE">
 MLD2P4 (M<SMALL>ULTI</SMALL>L<SMALL>EVEL </SMALL>D<SMALL>OMAIN </SMALL>D<SMALL>ECOMPOSITION </SMALL>P<SMALL>ARALLEL </SMALL>P<SMALL>RECONDITIONERS </SMALL>P<SMALL>ACKAGE
 BASED ON </SMALL>PSBLAS) is a package of parallel algebraic multilevel preconditioners.
 The first release of MLD2P4 made available multilevel additive and hybrid Schwarz
 preconditioners, as well as one-level additive Schwarz preconditioners. The package
 has been extended to include further multilevel cycles and smoothers widely used in
 multigrid methods. In the multilevel case, a purely algebraic approach is applied to
 generate coarse-level corrections, so that no geometric background is needed
 concerning the matrix to be preconditioned. The matrix is assumed to be square,
 real or complex. 
 </BIG></BIG></BIG>
 <P>
 <BIG CLASS="LARGE"><BIG CLASS="LARGE"><BIG CLASS="LARGE">MLD2P4 has been designed to provide scalable and easy-to-use preconditioners
 in the context of the PSBLAS (Parallel Sparse Basic Linear Algebra Subprograms)
 computational framework and can be used in conjuction with the Krylov solvers
 available in this framework. MLD2P4 enables the user to easily specify different
 features of an algebraic multilevel preconditioner, thus allowing to search
 for the &ldquo;best&rdquo; preconditioner for the problem at hand. 
 </BIG></BIG></BIG>
 <P>
 <BIG CLASS="LARGE"><BIG CLASS="LARGE"><BIG CLASS="LARGE">The package employs object-oriented design techniques in
 Fortran&nbsp;2003, with interfaces to additional third party libraries 
 such as MUMPS, UMFPACK, SuperLU, and SuperLU_Dist, which
 can be exploited in building multilevel preconditioners. The parallel
 implementation is based on a Single Program Multiple Data (SPMD)
 paradigm; the inter-process communication is based on MPI and
 is managed mainly through PSBLAS.
 </BIG></BIG></BIG>
 <P>
 <BIG CLASS="LARGE"><BIG CLASS="LARGE"><BIG CLASS="LARGE">This guide provides a brief description of the functionalities and
 the user interface of MLD2P4.
 </BIG></BIG></BIG>
 <P>
 <BIG CLASS="LARGE"><BIG CLASS="LARGE"></BIG></BIG>
  </BIG></BIG></BIG>
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